Name: Hands-On Keras for Machine Learning Engineers
Price: 29.99 GBP
Availability: InStock

<div id="course-pills-1">Duration<p>5 Days</p><p>30 CPD hours</p>This course is intended for<p>To fully benefit from this course, you should have three to five years of experience designing and implementing applications that are built on top of Cisco platforms.<br />This course is appropriate for:<br />Network engineers expanding their skill-base to include software and automation<br />Developers expanding expertise in automation and DevOps<br />Solution architects moving to the Cisco ecosystem<br />Infrastructure developers designing hardened production environments<br />The job roles best suited to the material in this course are:<br />Senior network automation engineer<br />Senior software developer<br />Senior system integration programmer<br />Additional job roles that could find this course useful are:<br />Senior infrastructure architect<br />Senior network designer<br />Senior test development engineer<br />Students preparing for Cisco Certified DevNet Professional and Cisco Certified DevNet Specialist - Core certification will also find this material useful.</p>Overview<p>After taking this course, you should be able to:<br />Describe the architectural traits and patterns that improve application maintainability<br />Describe the architectural traits and patterns that improve application serviceability<br />Identify steps to design and build a ChatOps application<br />Implement robust Representational State Transfer (REST) API integrations with network error handling, pagination, and error flow control<br />Describe the necessary steps for securing user and system data in applications<br />Describe the necessary steps for securing applications<br />Identify common tasks in automated application release process<br />Describe best practices for application deployment<br />Describe methodologies for designing distributed systems<br />Describe the concepts of infrastructure configuration management and device automation<br />Utilize Yet Another Next Generation (YANG) data models to describe network configurations and telemetry<br />Compare various relational and nonrelational database types and how to select the appropriate type based on requirements</p><p>In this course, you will learn how to implement network applications using CiscoÂ© platforms as a base, from initial software design to diverse system integration, as well as testing and deployment automation. The course gives you hands-on experience solving real world problems using Cisco Application Programming Interfaces (APIs) and modern development tools. <br />This course helps you prepare for Cisco DevNet Professional certification and for professional-level network automation engineer roles.</p></div><div id="course-pills-2"><h4>COURSE OUTLINE</h4><ul><li>DESIGNING FOR MAINTAINABILITY (SELF-STUDY)</li><li>DESIGNING FOR SERVICEABILITY (SELF-STUDY)</li><li>IMPLEMENTING CHATOPS APPLICATION</li><li>DESCRIBING ADVANCED REST API INTEGRATION</li><li>SECURING APPLICATION DATA (SELF-STUDY)</li><li>SECURING WEB AND MOBILE APPLICATIONS (SELF-STUDY)</li><li>AUTOMATING APPLICATION-RELEASE</li><li>DEPLOYING APPLICATIONS</li><li>UNDERSTANDING DISTRIBUTED SYSTEMS</li><li>ORCHESTRATING NETWORK AND INFRASTRUCTURE</li><li>MODELING DATA WITH YANG</li><li>USING RELATIONAL AND NON-RELATIONAL DATABASES (SELF-STUDY)</li><li>PLEASE NOTE:This class includes lecture sections and self-study sections. In instructor-led classes, lectures are delivered in real-time, either in person or via video conferencing. In e-learning courses, the lectures are on recorded videos. In both versions, you will need to review self-study sections on your own before taking the certification exam.</li></ul></div><div id="course-pills-3"><h4>Additional course details:</h4><br /><p>Nexus Humans Cisco Developing Applications Using Cisco Core Platforms and APIs v1.0 (DEVCOR) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. </p><p></p> This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. <p></p>Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.  <p></p>While we feel this is the best course for the Cisco Developing Applications Using Cisco Core Platforms and APIs v1.0 (DEVCOR) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.  <p></p>Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.<p></p></div>

Nexus Human

Cisco Certified Network Associate (CCNA)

Cisco Certified Network Professional certification (CCNP)

Service Design Courses (SDC)

AWS Certified Developer

Cisco Certified Entry Networking Technician (CCENT)

Cisco Certified Internetwork Expert (CCIE)

Cisco Developing Applications Using Cisco Core Platforms and APIs v1.0 (DEVCOR)

<strong>Learn the power of Google Script and see how you can connect Google Spreadsheet as a data source for a post board</strong>
        <p>Group site project with Google Script - Google Site and Web apps - Spreadsheet
Do you want to connect Google Apps Together and make some really amazing things happen?  Course will provide you the foundation to work with Google Script to build a Web App that can be embedded in Google Sites. Within the course we show you how to use Google Spreadsheet as a source for retrieving and storing data.  Power up what you do online, bringing together built in functionality in your Google Suite. JavaScript developers extend your knowledge and learn how you can use your skills to develop apps script bringing together all the power of Google's Apps. 
Course Covers
- Basics of Google Script - how to use the online editor and overview of the functionality
- How to create a bound script to your Google Sheet
- Add new rows and get contents from Google Spreadsheet
- Sort and update Google Sheet data
- How to select sheet contents
- How to use HTTP service to output an HTML file within Google Web apps
- Use web apps to create interactive content
- Use JavaScript within Google Apps and Google client-side pages
- Setup a Google site and embed your Google script
- Use session values and other powerful built-in script methods
- Fine tune and tweak debug web apps
All this and more
Build a nice interactive project from scratch alongside the lessons within the course. Practice JavaScript and data handling, JSON, JavaScript objects, Array and more
Google Apps Script : is based on JavaScript 1.6 with some portions of 1.7 and 1.8 and provides subset of ECMAScript 5 API however instead of running on the client, it gets executed in the Google Cloud. According to Google, Apps Script "provides easy ways to automate tasks across Google products and third party services."Apps Script is also the tool that powers the add-ons for Google Docs, Sheets and Slides."
If you haven't tried it yet, I guarantee you will be BLOWN AWAY at how powerful Google Script can be, and at how easy it is to write.  With just a few lines of code, you can DO A WHOLE LOT!!! Don't take my word for it try it and see.
Taught by an instructor with over 20 years of web development experience, ready to help you learn. What are you waiting for this course is perfect to start writing Google Script and to practice writing Google Script, you have nothing to lose.
All the code and supporting files for this course are available at: https://github.com/PacktPublishing/Google-Apps-Script---A-Project-Based-Exercise-Using-Spreadsheets-and-Web-Apps</p>
        <h2>What You Will Learn</h2><p>?? Create web apps with Google Script<br>?? Build your own post application<br>?? Add Google Scripts apps to Google Sites<br>?? Update and use Spreadsheet data within Google Sites</p>
        <h2>Audience</h2><p>This course is for application developers, anyone who wants to learn about Google Apps Script or wants to create web apps with Google Apps Script and JavaScript developers who want to extend their knowledge.</p>
        <h2>Approach</h2><p>The course will provide you with the foundation to work with Google Script to build a Web App that can be embedded in Google Sites.</p>
        <h2>Key Features</h2><p>You only need JavaScript knowledge. * Perfect course to learn and practice Google Apps Script * Source Code is included so you can build the same app we build in the course, but even better.</p>
        <h2>Github Repo</h2><p>https://github.com/packtpublishing/google-apps-script---a-project-based-exercise-using-spreadsheets-and-web-apps</p>
        <h2>About the Author</h2><h3>Laurence Lars Svekis</h3><p>Laurence Svekis is an experienced web application developer. He has worked on multiple enterprise-level applications, hundreds of websites, business solutions, and many unique and innovative web applications. He has expertise in HTML, CSS, JavaScript, jQuery, Bootstrap, PHP, and MySQL and is also passionate about web technologies, web application development, programming, and online marketing with a strong focus on social media and SEO. He is always willing to help his students experience what technology has to offer and looks forward to sharing his knowledge and experiences with the world.</p>
        <h2>Course Outline</h2><h4>1. Introduction to Building Web Apps with Google Script</h4><p></p><br><h4>2. Bonus Section</h4><p></p>

Packt

Google Apps Script

Programming

Learn the power of Google Script and see how you can connect Google Spreadsheet as a data source for a post board

Google Apps Script - A Project-Based Exercise Using Spreadsheets and Web Apps

General Admission

<div id="course-pills-1">Duration<p>3 Days</p><p>18 CPD hours</p><p>This foundational course to Citrix Workspace intelligence ushers you into the new generation of Citrix. You will discover how intelligent features help organize, guide, and automate the future of your work.You will gain an understanding of the fundamentals of web services, APIs, and systems integrations through building microapps designed to boost employee productivity and optimize the end user experience.Through this course, you will learn the fundamentals of Citrix Workspace intelligence features, web services, security considerations and API troubleshooting to help you successfully deploy intelligent workspace features in your environment.</p></div><div id="course-pills-2">This foundational course to Citrix Workspace intelligence ushers you into the new generation of Citrix. You will discover how intelligent features help organize, guide, and automate the future of your work.<br />You will gain an understanding of the fundamentals of web services, APIs, and systems integrations through building microapps designed to boost employee productivity and optimize the end user experience.<br />Through this course, you will learn the fundamentals of Citrix Workspace intelligence features, web services, security considerations and API troubleshooting to help you successfully deploy intelligent workspace features in your environment.</div>

AWS Certified Cloud Practitioner

Citrix

CWS-206 Citrix Workspace Microapps Essentials

<div id="course-pills-1">Duration<p>3 Days</p><p>18 CPD hours</p>This course is intended for<p>Application developers who want to build cloud-native applications or redesign existing applications that will run on Google Cloud Platform</p>Overview<p>This course teaches participants the following skills:<br />Use best practices for application development.<br />Choose the appropriate data storage option for application data.<br />Implement federated identity management.<br />Develop loosely coupled application components or microservices.<br />Integrate application components and data sources.<br />Debug, trace, and monitor applications.<br />Perform repeatable deployments with containers and deployment services.<br />Choose the appropriate application runtime environment; use Google Container Engine as a runtime environment and later switch to a no-ops solution with Google App Engine flexible environment.</p><p>Learn how to design, develop, and deploy applications that seamlessly integrate components from the Google Cloud ecosystem. This course uses lectures, demos, and hands-on labs to show you how to use Google Cloud services and pre-trained machine learning APIs to build secure, scalable, and intelligent cloud-native applications.</p></div><div id="course-pills-2"><h4>Best Practices for Application Development</h4><ul><li>Code and environment management.</li><li>Design and development of secure, scalable, reliable, loosely coupled application components and microservices.</li><li>Continuous integration and delivery.</li><li>Re-architecting applications for the cloud.</li></ul><h4>Google Cloud Client Libraries, Google Cloud SDK, and Google Firebase SDK</h4><ul><li>How to set up and use Google Cloud Client Libraries, Google Cloud SDK, and Google Firebase SDK.</li><li>Lab: Set up Google Client Libraries, Cloud SDK, and Firebase SDK on a Linux instance and set up application credentials.</li></ul><h4>Overview of Data Storage Options</h4><ul><li>Overview of options to store application data.</li><li>Use cases for Google Cloud Storage, Cloud Firestore, Cloud Bigtable, Google Cloud SQL, and Cloud Spanner.</li></ul><h4>Best Practices for Using Cloud Firestore</h4><ul><li>Best practices related to using Cloud Firestore in Datastore mode for:Queries, Built-in and composite indexes, Inserting and deleting data (batch operations),Transactions,Error handling.</li><li>Bulk-loading data into Cloud Firestore by using Google Cloud Dataflow.</li><li>Lab: Store application data in Cloud Datastore.</li></ul><h4>Performing Operations on Cloud Storage</h4><ul><li>Operations that can be performed on buckets and objects.</li><li>Consistency model.</li><li>Error handling.</li></ul><h4>Best Practices for Using Cloud Storage</h4><ul><li>Naming buckets for static websites and other uses.</li><li>Naming objects (from an access distribution perspective).</li><li>Performance considerations.</li><li>Setting up and debugging a CORS configuration on a bucket.</li><li>Lab: Store files in Cloud Storage.</li></ul><h4>Handling Authentication and Authorization</h4><ul><li>Cloud Identity and Access Management (IAM) roles and service accounts.</li><li>User authentication by using Firebase Authentication.</li><li>User authentication and authorization by using Cloud Identity-Aware Proxy.</li><li>Lab: Authenticate users by using Firebase Authentication.</li></ul><h4>Using Pub/Sub to Integrate Components of Your Application</h4><ul><li>Topics, publishers, and subscribers.</li><li>Pull and push subscriptions.</li><li>Use cases for Cloud Pub/Sub.</li><li>Lab: Develop a backend service to process messages in a message queue.</li></ul><h4>Adding Intelligence to Your Application</h4><ul><li>Overview of pre-trained machine learning APIs such as Cloud Vision API and Cloud Natural Language Processing API.</li></ul><h4>Using Cloud Functions for Event-Driven Processing</h4><ul><li>Key concepts such as triggers, background functions, HTTP functions.</li><li>Use cases.</li><li>Developing and deploying functions.</li><li>Logging, error reporting, and monitoring.</li></ul><h4>Managing APIs with Cloud Endpoints</h4><ul><li>Open API deployment configuration.</li><li>Lab: Deploy an API for your application.</li></ul><h4>Deploying Applications</h4><ul><li>Creating and storing container images.</li><li>Repeatable deployments with deployment configuration and templates.</li><li>Lab: Use Deployment Manager to deploy a web application into Google App Engine flexible environment test and production environments.</li></ul><h4>Execution Environments for Your Application</h4><ul><li>Considerations for choosing an execution environment for your application or service:Google Compute Engine (GCE),Google Kubernetes Engine (GKE), App Engine flexible environment, Cloud Functions, Cloud Dataflow, Cloud Run.</li><li>Lab: Deploying your application on App Engine flexible environment.</li></ul><h4>Debugging, Monitoring, and Tuning Performance</h4><ul><li>Application Performance Management Tools.</li><li>Stackdriver Debugger.</li><li>Stackdriver Error Reporting.</li><li>Lab: Debugging an application error by using Stackdriver Debugger and Error Reporting.</li><li>Stackdriver Logging.</li><li>Key concepts related to Stackdriver Trace and Stackdriver Monitoring.</li><li>Lab: Use Stackdriver Monitoring and Stackdriver Trace to trace a request across services, observe, and optimize performance.</li></ul></div>

Cloud Architecture

Cloud Computing

Google Suite

Google Cloud

Developing Applications with Google Cloud

<strong>This course is designed to guide you through Selenium WebDriver and Java, right from the basic to the advanced aspects. Loaded with exercises and examples, this course provides an interactive learning experience.</strong>
        <p>This course is designed to guide you through Selenium WebDriver and Java, right from the basic to the advanced aspects. If you do not have prior knowledge of Java, you can start with the Java modules, which comprise the first few sections of the course. You can then start exploring the Selenium WebDriver videos after you have developed some fluency in Java. Remember, you do not need to go through all the sections in Java before starting with Selenium WebDriver, especially if you are already familiar with Java. The first six sections of Java should be sufficient to get you ready to learn Selenium WebDriver.

As you go through the sections, you will get to grips with developing an automation framework using Page Object Model and Page Factory. Further on, the course will show you how to locate elements using CSS selectors. Later, you will build on your knowledge by working with the file system in Java. All along, the course follows an example-oriented approach, helping you learn through various real-time scenarios that are used to elaborate Java and Selenium WebDriver concepts.

By the end of this course, you will be well-versed with Selenium WebDriver and Java and be able to apply the knowledge that you have gained in the real world.

All code files are placed at: https://github.com/PacktPublishing/Automation-Framework-Design-using-TestNG</p>
        <h2>What You Will Learn</h2><p>Get to grips with Selenium WebDriver programming<br>Understand how to locate elements using CSS selectors<br>Learn data structures in Java<br>Explore Java programming through practical sessions<br>Learn to locate elements using CSS Selectors<br>Learn to work with file systems Java</p>
        <h2>Audience</h2><p>This course is for anyone, from fresh graduates looking to learn a new skill to QE managers who want to explore better automation solutions for projects. Automation test engineers, QE automation engineers, automation aspirants, manual testing professionals, and software testing professionals can take up this course.</p>
        <h2>Approach</h2><p>This course follows a hands-on approach in helping you learn coding from scratch. It also features effective examples to get you up and running. No prior coding experience is required. Java programming from scratch is covered in the course.</p>
        <h2>Key Features</h2><p>Learn what logical and bitwise operators are in Java * Understand the difference between 'if' and 'nested if' conditional statements * Explore the concept of Garbage Collector (GC) and the Java 10 updates in GC</p>
        <h2>Github Repo</h2><p>https://github.com/PacktPublishing/Learn-Selenium-WebDriver-with-Java</p>
        <h2>About the Author</h2><h3>Mayur Deshmukh</h3><p>Mayur Deshmukh is a founder and instructor at De ZINNIA Learning, which is a company dedicated to providing industry-standard training on software automation testing tools and programming languages. Their programs include extensive hands-on training in Java, C#, Python, Selenium WebDriver, Appium, TestNG, Cucumber (BDD), continuous integration, Jenkins, REST, SOAP API automation, WireMock, and Gatling load testing. Mayur motivates his students to keep up a learner's attitude to be able to adopt new technologies to sustain and grow in this dynamic software industry.</p>
        <h2>Course Outline</h2><h4>1. Basic concepts of Java Programming</h4><p></p><br><h4>2. String Operations</h4><p></p><br><h4>3. Object Oriented Programming</h4><p></p><br><h4>4. Special and Useful Classes in Java</h4><p></p><br><h4>5. New Stuff in JAVA 10</h4><p></p><br><h4>6. Inheritance, Abstraction and Polymorphism</h4><p></p><br><h4>7. Programming with ARRAYs in Java</h4><p></p><br><h4>8. Programming with LISTs in Java</h4><p></p><br><h4>9. SETs and MAPs in Java</h4><p></p><br><h4>10. Regular Expressions in Java</h4><p></p><br><h4>11. Exception Handling in Java</h4><p></p><br><h4>12. Date and Time Operations (Rev. Java 8)</h4><p></p><br><h4>13. Working with Text Files (Apache Commons IO)</h4><p></p><br><h4>14. Working with Excel Files (Apache POI)</h4><p></p><br><h4>15. Selenium WebDriver Introduction</h4><p></p><br><h4>16. Element Locaters</h4><p></p><br><h4>17. XPath</h4><p></p><br><h4>18. XPath Axes</h4><p></p><br><h4>19. CSS Selectors</h4><p></p><br><h4>20. Working with Element Collections</h4><p></p><br><h4>21. Getting Details From WebPage for Validation Purpose</h4><p></p><br><h4>22. Automating Special WebElements (SelectBoxes, DatePickers, WebTables)</h4><p></p><br><h4>23. Automating Browser Popups</h4><p></p><br><h4>24. Automating iFrames</h4><p></p><br><h4>25. Automating JavaScript Alerts</h4><p></p><br><h4>26. Automating Mouse Actions (Drag & Drop, Mouse Hover, Click & Hold etc)</h4><p></p><br><h4>27. Test Synchronization</h4><p></p><br><h4>28. TestNG Part 1</h4><p></p><br><h4>29. Page Object Model and Page Factory</h4><p></p><br><h4>30. TestNG Part 2</h4><p></p>

Java

Selenium

This course is designed to guide you through Selenium WebDriver and Java, right from the basic to the advanced aspects. Loaded with exercises and examples, this course provides an interactive learning experience.

Learn Selenium WebDriver with Java

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				<p><span>Register on the Self Isolation and Self Distancing during Covid 19 today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career.</span></p><p><span>The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials.</span></p><p><span>Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get an e-certificate as proof of your course completion.</span></p><p><span>The Self Isolation and Self Distancing during Covid 19 is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones.</span></p><p><span>The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly!</span></p><h5><b>What You Get With The Self Isolation and Self Distancing during Covid 19 </b></h5><ul><li><span>Receive a e-certificate upon successful completion of the course</span></li><li><span>Get taught by experienced, professional instructors</span></li><li><span>Study at a time and pace that suits your learning style</span></li><li><span>Get instant feedback on assessments </span></li><li><span>24/7 help and advice via email or live chat</span></li><li><span>Get full tutor support on weekdays (Monday to Friday)</span></li></ul>					</div>
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				<div id="course-home"><div><p><span>The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace.</span></p><p><span>You are taught through a combination of</span></p><ul><li><span>Video lessons</span></li><li><span>Online study materials</span></li></ul></div></div>					</div>
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				<p><span>Upon successful completion of the course, you will be able to obtain your course completion e-certificate free of cost. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99.</span></p>					</div>
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			<h2>Who Is This Course For:</h2>		</div>
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				<p><span>The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge.</span></p>					</div>
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				<p><span>The online training is open to all students and has no formal entry requirements. To study the Self Isolation and Self Distancing during Covid 19, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16.</span></p>					</div>
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				<h3>Course Content</h3>

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					<td colspan="4">	Module 01: COVID-19 - The Pandemic</td>
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					<td>Module 06: What is AutoCAD .NET API?</td>
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					<td><span><i></i> 00:01:00</span></td>
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					<td colspan="4">Module 02: Social Distancing</td>
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					<td>Social Distancing</td>
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					<td><span><i></i> 00:21:00</span></td>
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					<td colspan="4">Module 03: Self Isolation</td>
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					<td>Module 05: What is VB.NET?</td>
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					<td><span><i></i> 00:01:00</span></td>
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					<td colspan="4">	Module 04: Quarantine and Its Mental Impacts</td>
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					<td>Quarantine and Its Mental Impacts</td>
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					<td><span><i></i> 00:25:00</span></td>
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					<td>Module 08: Hands-on Projects overview</td>
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					<td><span><i></i> 00:06:00</span></td>
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					<td colspan="4">Module 06: Young Generation's Mental Health during COVID-19</td>
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					<td>Module 07: What are the advantages of programming in AutoCAD .NET API?</td>
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					<td><span><i></i> 00:01:00</span></td>
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					<td>Challenges of Older Generations during COVID-19</td>
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					<td><span><i></i> 00:30:00</span></td>
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					<td>Connectivity during Self-Isolation</td>
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					<td><span><i></i> 00:35:00</span></td>
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					<td><span><i></i> 00:25:00</span></td>
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					<td colspan="4">Module 10: Productivity during Self-Isolation</td>
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					<td><i></i></td>
					<td>Productivity during Self-Isolation</td>
					<td> </td>
					<td><span><i></i> 00:22:00</span></td>
				</tr>
								<tr>
					<td colspan="4">	Module 11: Applications of Technology</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Applications of Technology</td>
					<td> </td>
					<td><span><i></i> 00:19:00</span></td>
				</tr>
				</tbody></table></div>

			</div>
			<h2>Frequently Asked Questions</h2>
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                                        There are no specific prerequisites for this course, nor
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                                        You have the flexibility to access the course at any time
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                                        For this course, you will have access to the course
                                        materials for 1 year only. This means you can review the
                                        content as often as you like within the year, even after
                                        you've completed the course. However, if you buy Lifetime
                                        Access for the course, you will be able to access the
                                        course for a lifetime.
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                                    Is there a certificate of completion provided after
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                                        Yes, upon successfully completing the course, you will
                                        receive a certificate of completion. This certificate can
                                        be a valuable addition to your professional portfolio and
                                        can be shared on your various social networks.
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                                    Can I switch courses or get a refund if I'm not satisfied
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                                        We want you to have a positive learning experience. If
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                                    How do I track my progress in the course?
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                                    What if I have technical issues or difficulties with the
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                                        If you encounter technical issues or content-related
                                        difficulties with the course, our support team is
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                        </div>

Janets

Online Course Marketing

Online Course Creation

Professional Skills Course (PSC)

Trainers Course

Teaching Online

Online Education

Self Isolation and Self Distancing during Covid 19

Android Development

Mobile

Kotlin

Android

Learn new Android APIs such as RoomDatabase, ML Kit for face recognition, Cloud Firestore, Firebase, Maps, and the Android Studio IDE (integrated development environment)

The Comprehensive Android Developer Bootcamp

<strong>If you are working on data science projects and want to create powerful visualization and insights as an outcome of your projects or are working on machine learning projects and want to find patterns and insights from your data on your way to building models, then this course is for you. This course exclusively focuses on explaining how to build fantastic visualizations using Python. It covers more than 20 types of visualizations using the most popular Python visualization libraries, such as Matplotlib, Seaborn, and Bokeh along with data analytics that leads to building these visualizations so that the learners understand the flow of analysis to insights.</strong>
        <p>If you are working on machine learning projects and want to find patterns and insights from your data on your way to building models, then this course is for you. This course takes a holistic approach to teach visualization techniques.

We will be taking real-life business scenarios and raw data to go through detailed Exploratory Data Analysis (EDA) techniques to prepare the raw data to suit the appropriate visualization needs. You will learn about data analytics and exploratory data analysis techniques using multiple different data structures with NumPy and Pandas libraries. You will also learn various chart/graph types, customization/configuration, and vectorization techniques.

We will look at advanced visualizations using business applications such as single and multiple bar charts, pie charts, and bubble charts with the vectorization of properties. We will further explore Seaborn Boxplot, Violin plot, Categorical Scatterplot, and how to create heat maps.

By the end of the course, you will learn the foundational techniques of data analytics and deeper customizations on visualizations. You will be able to confidently use Python visualization libraries such as Matplotlib, Seaborn, and Bokeh in your future projects.

All resources and code files are placed here: https://github.com/PacktPublishing/Data-Analytics-using-Python-Visualizations
</p>
        <h2>What You Will Learn</h2><p>Learn about the various visualization concepts<br>Learn to create simple plots using Matplotlib<br>Learn about marginal histograms and marginal boxplots<br>Learn handling images using pixel metrics<br>Learn about categorical variables and histograms (with EDA)<br>Learn various data generation techniques</p>
        <h2>Audience</h2><p>This course is for Python and machine learning developers, data scientists, data analysts, and business analysts. This course will also be beneficial to leaders, managers, and anyone whose job involves presenting data in the form of visuals, which include developers, architects, and system analysts.<br><br>A basic understanding of Python will be helpful, but not mandatory.</p>
        <h2>Approach</h2><p>This practical hands-on course has easy, step-by-step explanations with code to draw over 20 diverse kinds of charts and graphs using Python. Extensive quizzes are infused at logical points to validate the learning effectiveness.</p>
        <h2>Key Features</h2><p>The art of presenting data in the form of powerful, innovative, and intuitive visualizations * In-depth coverage of Matplotlib, Seaborn, and Bokeh visualization libraries * Use of data analytics techniques/Exploratory Data Analysis (EDA) using several data generations and manipulation methods</p>
        <h2>Github Repo</h2><p>https://github.com/PacktPublishing/Data-Analytics-using-Python-Visualizations</p>
        <h2>About the Author</h2><h3>Manas Dasgupta</h3><p>Manas Dasgupta holds a master's degree (MSc) from the Liverpool John Moore's University (LJMU), the UK in Artificial Intelligence and Machine Learning (AI/ML). My specialization and research areas are Natural Language Processing (NLP) using Deep Learning Methods such as Siamese Networks, Encoder-Decoder techniques, various Language Embedding methods such as BERT, and areas such as Supervised Learning on Semantic Similarity and so on.

His expertise area also encompasses an array of Machine Learning and Data Science / Predictive Analytics areas including various Supervised, Unsupervised, and Clustering methods.

He has almost 20 Years of experience in the IT Industry, mostly in the Financial Services domain. Starting as a Developer to being an Architect for several years to a leadership position. His key focus and passion are to increase technical breadth and innovation.</p>
        <h2>Course Outline</h2><h4>1. Matplotlib and Seaborn - Libraries and Techniques</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Promotional Video</p><p style='margin: 0'>This video explains the course.</p></td></tr><tr><td style='padding: 15px;'><p>2. Author Introduction</p><p style='margin: 0'>This video introduces you to the author.</p></td></tr><tr><td style='padding: 15px;'><p>3. What You Will Learn</p><p style='margin: 0'>This video explains what the course outcomes are.</p></td></tr><tr><td style='padding: 15px;'><p>4. Visualization Concepts</p><p style='margin: 0'>This video explains visualization concepts.</p></td></tr><tr><td style='padding: 15px;'><p>5. Introduction to Matplotlib</p><p style='margin: 0'>This video explains Matplotlib.</p></td></tr><tr><td style='padding: 15px;'><p>6. Creating Simple Plots Using Matplotlib</p><p style='margin: 0'>This video explains how to create simple plots using Matplotlib.</p></td></tr><tr><td style='padding: 15px;'><p>7. Creating Scatter Plots</p><p style='margin: 0'>This video explains creating scatter plots.</p></td></tr><tr><td style='padding: 15px;'><p>8. Creating Axis Limits</p><p style='margin: 0'>This video explains how to create axis limits.</p></td></tr><tr><td style='padding: 15px;'><p>9. Parameterizing Plots</p><p style='margin: 0'>This video explains parameterizing plots.</p></td></tr><tr><td style='padding: 15px;'><p>10. Creating Error Bars</p><p style='margin: 0'>This video explains creating error bars.</p></td></tr><tr><td style='padding: 15px;'><p>11. Plotting Histograms and Box Plots</p><p style='margin: 0'>This video explains plotting histograms and box plots.</p></td></tr><tr><td style='padding: 15px;'><p>12. Plotting 2D Histograms</p><p style='margin: 0'>This video explains plotting 2D histograms.</p></td></tr><tr><td style='padding: 15px;'><p>13. Marginal Histograms and Marginal Boxplots</p><p style='margin: 0'>This video explains marginal histograms and marginal boxplots.</p></td></tr><tr><td style='padding: 15px;'><p>14. Working with Subplots</p><p style='margin: 0'>This video explains working with subplots.</p></td></tr><tr><td style='padding: 15px;'><p>15. Stock Trend / Time Series Plot and Annotations</p><p style='margin: 0'>This video explains stock trend / time series plot and annotations.</p></td></tr><tr><td style='padding: 15px;'><p>16. Plotting Images and Clustering</p><p style='margin: 0'>This video explains plotting images and clustering.</p></td></tr><tr><td style='padding: 15px;'><p>17. Creating 2D Contour plots for 3D Data</p><p style='margin: 0'>This video explains creating 2D contour plots for 3D data.</p></td></tr><tr><td style='padding: 15px;'><p>18. Creating 3D Plots Including 3D Contours</p><p style='margin: 0'>This video explains creating 3D plots including 3D contours.</p></td></tr><tr><td style='padding: 15px;'><p>19. Stylesheets, rcParam, and Custom Stylesheets</p><p style='margin: 0'>This video explains stylesheets, rcParam, and custom stylesheets.</p></td></tr></tbody></table><br><h4>2. Advanced Visualizations Using Business Applications</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Single and Multiple Bar Charts</p><p style='margin: 0'>This video explains single and multiple bar charts.</p></td></tr><tr><td style='padding: 15px;'><p>2. Area and Stacked-Area Charts</p><p style='margin: 0'>This video explains area and stacked-area charts.</p></td></tr><tr><td style='padding: 15px;'><p>3. Drawing Pie Charts</p><p style='margin: 0'>This video explains drawing pie charts.</p></td></tr><tr><td style='padding: 15px;'><p>4. Bubble Charts with Vectorization of Properties</p><p style='margin: 0'>This video explains bubble charts with vectorization of properties.</p></td></tr><tr><td style='padding: 15px;'><p>5. Plotting Regression Lines with OLS (ML)</p><p style='margin: 0'>This video explains plotting regression lines with OLS (ML).</p></td></tr><tr><td style='padding: 15px;'><p>6. Categorical Variables and Histograms (with EDA)</p><p style='margin: 0'>This video explains categorical variables and histograms.</p></td></tr><tr><td style='padding: 15px;'><p>7. Seaborn Boxplot, Violin plot, Categorical Scatterplot</p><p style='margin: 0'>This video explains Seaborn Boxplot, Violin plot, and Categorical Scatterplot.</p></td></tr><tr><td style='padding: 15px;'><p>8. Seaborn Slopeplots for Comparing Distributions</p><p style='margin: 0'>This video explains Seaborn Slopeplots for comparing distributions.</p></td></tr><tr><td style='padding: 15px;'><p>9. Dumbbell Plot for Category-Wise Value Movement</p><p style='margin: 0'>This video explains Dumbbell plot for category-wise value movement.</p></td></tr><tr><td style='padding: 15px;'><p>10. Creating Heatmaps</p><p style='margin: 0'>This video explains creating heatmaps.</p></td></tr><tr><td style='padding: 15px;'><p>11. Working with Pairplots</p><p style='margin: 0'>This video explains working with Pairplots.</p></td></tr><tr><td style='padding: 15px;'><p>12. Seasonal Trendcharts</p><p style='margin: 0'>This video explains seasonal Trendcharts.</p></td></tr><tr><td style='padding: 15px;'><p>13. Yearplot and Calendarplot for Color-Scaled Trends</p><p style='margin: 0'>This video explains Yearplot and Calendarplot for color-scaled trends.</p></td></tr><tr><td style='padding: 15px;'><p>14. Radarplot to Compare Scores of Multiple Parameters</p><p style='margin: 0'>This video explains Radarplot to compare scores of multiple parameters.</p></td></tr></tbody></table><br><h4>3. Working with the Beautiful and Powerful Bokeh Library</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction to Bokeh</p><p style='margin: 0'>This video introduces you to Bokeh.</p></td></tr><tr><td style='padding: 15px;'><p>2. Creating Simple and Multiple Line Plots</p><p style='margin: 0'>This video explains how to create simple and multiple line plots.</p></td></tr><tr><td style='padding: 15px;'><p>3. Customizing Your Plots</p><p style='margin: 0'>This video explains how to customize your plots.</p></td></tr><tr><td style='padding: 15px;'><p>4. Creating Bubble Plots - Vectorizing Your Plot</p><p style='margin: 0'>This video explains how to create bubble plots - vectorizing your plot.</p></td></tr><tr><td style='padding: 15px;'><p>5. Working with Layouts - Row / Column / Grid</p><p style='margin: 0'>This video explains working with layouts - row / column / grid.</p></td></tr><tr><td style='padding: 15px;'><p>6. Using the ColumnDataSource Object</p><p style='margin: 0'>This video explains using the ColumnDataSource object.</p></td></tr><tr><td style='padding: 15px;'><p>7. Applying Filters - IndexFilter, BooleanFilter, GroupFilter</p><p style='margin: 0'>This video explains applying filters - IndexFilter, BooleanFilter, GroupFilter.</p></td></tr><tr><td style='padding: 15px;'><p>8. Widgets - Dynamic Plot Controls</p><p style='margin: 0'>This video explains widgets - dynamic plot controls.</p></td></tr><tr><td style='padding: 15px;'><p>9. Plotting on a Google Map Using Google Map API</p><p style='margin: 0'>This video explains plotting on a Google Map using Google Map API.</p></td></tr><tr><td style='padding: 15px;'><p>10. Closing Notes</p><p style='margin: 0'>This video wraps up the course.</p></td></tr></tbody></table>

Analytics

Data Science

Data Visualization

Python

If you are working on data science projects and want to create powerful visualization and insights as an outcome of your projects or are working on machine learning projects and want to find patterns and insights from your data on your way to building models, then this course is for you. This course exclusively focuses on explaining how to build fantastic visualizations using Python. It covers more than 20 types of visualizations using the most popular Python visualization libraries, such as Matplotlib, Seaborn, and Bokeh along with data analytics that leads to building these visualizations so that the learners understand the flow of analysis to insights.

Data Analytics Using Python Visualizations

<strong>Create 3 useful desktop applications with web technologies using Electron</strong>
        <p>Be ready to get hands-on in this interactive project-based course designed to help you build and package cross-platform desktop applications using Electron. If you didn't already know, many popular apps such as VS Code, Slack, and Skype are built on Electron!
Throughout this course, you'll be building 3 apps -
&bull;	ImageShrink - An app to optimize images for websites
&bull;	SystTop - A real-time CPU monitor with notifications and system tray
&bull;	BugLogger - A CRUD app to track logs, which uses React and the MongoDB Atlas cloud database
In the first section of this course, you will start with an introduction to Electron and how it works. As you progress, you will start creating your first app- ImageShrink.  You will also learn how to create menus with custom items.
The next section will take you through the steps to create the interface, log files, and IPC communication. In addition to this, you will go on to build a menu template.
In later sections, you'll get up to speed with working through 2 more applications, SystTop and BugLogger. The course will also help you focus on how to work with Interval/Dynamic System Stats.
By the end of this course, you will be able to build desktop apps with Electron and even establish communication between processes with IPCMain and IPCRenderer.

All codes and supporting files are available at-
https://github.com/PacktPublishing/Electron-from-Scratch-Build-Desktop-Applications-with-JavaScript</p>
        <h2>What You Will Learn</h2><p>Become well-versed with how to use IPC to communicate between Main and Renderer Processes<br>Understand how to create and package 3 complete cross-platform applications<br>Delve into working with local data as well as the MongoDB Atlas database</p>
        <h2>Audience</h2><p>This course is designed for developers who are looking to build desktop apps with web technologies.</p>
        <h2>Approach</h2><p>This is a hands-on, project-based course for learning how to build and package cross-platform desktop applications using Electron. It is carefully structured and contains effective explanations and examples to help you learn easily.</p>
        <h2>Key Features</h2><p>Gain proficiency in building desktop applications with Electron * Understand how to use Vanilla JS and React with Electron * Create custom menu items, system tray apps, and more</p>
        <h2>Github Repo</h2><p>https://github.com/packtpublishing/electron-from-scratch-build-desktop-applications-with-javascript</p>
        <h2>About the Author</h2><h3>Brad Traversy</h3><p>Brad Traversy has been programming for around 12 years and teaching for almost 5 years. He is the owner of Traversy Media, which is a successful web development YouTube channel and specializes in everything from HTML5 to front-end frameworks such as Angular as well as server-side technologies such as Node.js, PHP, and Python. Brad has mastered explaining overly complex topics in a simple manner that is understandable. Invest in your knowledge by watching Brad's courses.</p>
        <h2>Course Outline</h2><h4>1. Introduction</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Welcome To The Course</p><p style='margin: 0'>Introduction: Welcome To The Course</p></td></tr><tr><td style='padding: 15px;'><p>2. Electron: What & Why?</p><p style='margin: 0'>Introduction: Electron: What & Why?</p></td></tr><tr><td style='padding: 15px;'><p>3. How electron works</p><p style='margin: 0'>Introduction: How electron works</p></td></tr><tr><td style='padding: 15px;'><p>4. Environment & Code Repo</p><p style='margin: 0'>Introduction: Environment & Code Repo</p></td></tr></tbody></table><br><h4>2. Starting Project 1 - ImageShrink App</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Project Intro</p><p style='margin: 0'>Starting Project 1 - ImageShrink App: Project Intro</p></td></tr><tr><td style='padding: 15px;'><p>2. Setup & BrowserWindow</p><p style='margin: 0'>Starting Project 1 - ImageShrink App: Setup & BrowserWindow</p></td></tr><tr><td style='padding: 15px;'><p>3. Loading a Window File & Adding an Icon</p><p style='margin: 0'>Starting Project 1 - ImageShrink App: Loading a Window File & Adding an Icon</p></td></tr><tr><td style='padding: 15px;'><p>4. Environment & Platform Check</p><p style='margin: 0'>Starting Project 1 - ImageShrink App: Environment & Platform Check</p></td></tr><tr><td style='padding: 15px;'><p>5. Using Nodemon With Electron</p><p style='margin: 0'>Starting Project 1 - ImageShrink App: Using Nodemon With Electron</p></td></tr></tbody></table><br><h4>3. Working with the menu</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Creating a Menu Template</p><p style='margin: 0'>Working with the menu: Creating a Menu Template</p></td></tr><tr><td style='padding: 15px;'><p>2. Menu & Global Shortcuts</p><p style='margin: 0'>Working with the menu: Menu & Global Shortcuts</p></td></tr><tr><td style='padding: 15px;'><p>3. Menu Roles</p><p style='margin: 0'>Working with the menu: Menu Roles</p></td></tr><tr><td style='padding: 15px;'><p>4. Open Window From Menu</p><p style='margin: 0'>Working with the menu: Open Window From Menu</p></td></tr></tbody></table><br><h4>4. Interface, IPC, ImageMin & Packaging</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Creating The Interface</p><p style='margin: 0'>Interface, IPC, ImageMin & Packaging: Creating The Interface</p></td></tr><tr><td style='padding: 15px;'><p>2. Renderer Node Integration</p><p style='margin: 0'>Interface, IPC, ImageMin & Packaging: Renderer Node Integration</p></td></tr><tr><td style='padding: 15px;'><p>3. IPC Communication</p><p style='margin: 0'>Interface, IPC, ImageMin & Packaging: IPC Communication</p></td></tr><tr><td style='padding: 15px;'><p>4. Implementing Imagemin & Plugins</p><p style='margin: 0'>Interface, IPC, ImageMin & Packaging: Implementing Imagemin & Plugins</p></td></tr><tr><td style='padding: 15px;'><p>5. Send Events To Renderer</p><p style='margin: 0'>Interface, IPC, ImageMin & Packaging: Send Events To Renderer</p></td></tr><tr><td style='padding: 15px;'><p>6. Creating Log Files</p><p style='margin: 0'>Interface, IPC, ImageMin & Packaging: Creating Log Files</p></td></tr><tr><td style='padding: 15px;'><p>7. Package & Test Our App</p><p style='margin: 0'>Interface, IPC, ImageMin & Packaging: Package & Test Our App</p></td></tr></tbody></table><br><h4>5. Project 2 - SysTop App</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Project Intro</p><p style='margin: 0'>Project 2 - SysTop App: Project Intro</p></td></tr><tr><td style='padding: 15px;'><p>2. Boilerplate Setup</p><p style='margin: 0'>Project 2 - SysTop App: Boilerplate Setup</p></td></tr><tr><td style='padding: 15px;'><p>3. Template Assets Setup</p><p style='margin: 0'>Project 2 - SysTop App: Template Assets Setup</p></td></tr><tr><td style='padding: 15px;'><p>4. Creating The Interface</p><p style='margin: 0'>Project 2 - SysTop App: Creating The Interface</p></td></tr></tbody></table><br><h4>6. System Stats & Renderer Process</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Static System Stats</p><p style='margin: 0'>System Stats & Renderer Process: Static System Stats</p></td></tr><tr><td style='padding: 15px;'><p>2. Interval/Dynamic System Stats</p><p style='margin: 0'>System Stats & Renderer Process: Interval/Dynamic System Stats</p></td></tr><tr><td style='padding: 15px;'><p>3. Progress Bar & CPU Overload</p><p style='margin: 0'>System Stats & Renderer Process: Progress Bar & CPU Overload</p></td></tr><tr><td style='padding: 15px;'><p>4. Notifications API</p><p style='margin: 0'>System Stats & Renderer Process: Notifications API</p></td></tr><tr><td style='padding: 15px;'><p>5. Notification Timing</p><p style='margin: 0'>System Stats & Renderer Process: Notification Timing</p></td></tr></tbody></table><br><h4>7. Storing local data</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Creating a Store</p><p style='margin: 0'>Storing local data: Creating a Store</p></td></tr><tr><td style='padding: 15px;'><p>2. Set Default Settings To Renderer</p><p style='margin: 0'>Storing local data: Set Default Settings To Renderer</p></td></tr><tr><td style='padding: 15px;'><p>3. Saving Data To Our Store/File</p><p style='margin: 0'>Storing local data: Saving Data To Our Store/File</p></td></tr><tr><td style='padding: 15px;'><p>4. Use Settings Data In Monitor</p><p style='margin: 0'>Storing local data: Use Settings Data In Monitor</p></td></tr></tbody></table><br><h4>8. Tray Icon & Wrap Up</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Creating a Tray Icon</p><p style='margin: 0'>Tray Icon & Wrap Up: Creating a Tray Icon</p></td></tr><tr><td style='padding: 15px;'><p>2. Tray Context Menu</p><p style='margin: 0'>Tray Icon & Wrap Up: Tray Context Menu</p></td></tr><tr><td style='padding: 15px;'><p>3. Nav Toggle Menu Item</p><p style='margin: 0'>Tray Icon & Wrap Up: Nav Toggle Menu Item</p></td></tr><tr><td style='padding: 15px;'><p>4. MainWindow Class</p><p style='margin: 0'>Tray Icon & Wrap Up: MainWindow Class</p></td></tr><tr><td style='padding: 15px;'><p>5. AppTray Class</p><p style='margin: 0'>Tray Icon & Wrap Up: AppTray Class</p></td></tr><tr><td style='padding: 15px;'><p>6. Package & Test Our App</p><p style='margin: 0'>Tray Icon & Wrap Up: Package & Test Our App</p></td></tr></tbody></table><br><h4>9. Project 3 - BugLogger App & Creating The React UI</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Project Intro</p><p style='margin: 0'>Project 3 - BugLogger App & Creating The React UI: Project Intro</p></td></tr><tr><td style='padding: 15px;'><p>2. React-Electron Boilerplate Setup</p><p style='margin: 0'>Project 3 - BugLogger App & Creating The React UI: React-Electron Boilerplate Setup</p></td></tr><tr><td style='padding: 15px;'><p>3. Log State & Table</p><p style='margin: 0'>Project 3 - BugLogger App & Creating The React UI: Log State & Table</p></td></tr><tr><td style='padding: 15px;'><p>4. LogItem Component</p><p style='margin: 0'>Project 3 - BugLogger App & Creating The React UI: LogItem Component</p></td></tr><tr><td style='padding: 15px;'><p>5. Formatting Dates With Moment</p><p style='margin: 0'>Project 3 - BugLogger App & Creating The React UI: Formatting Dates With Moment</p></td></tr><tr><td style='padding: 15px;'><p>6. AddLogItem Component</p><p style='margin: 0'>Project 3 - BugLogger App & Creating The React UI: AddLogItem Component</p></td></tr><tr><td style='padding: 15px;'><p>7. Adding a Log (UI Only)</p><p style='margin: 0'>Project 3 - BugLogger App & Creating The React UI: Adding a Log (UI Only)</p></td></tr><tr><td style='padding: 15px;'><p>8. Displaying Alerts</p><p style='margin: 0'>Project 3 - BugLogger App & Creating The React UI: Displaying Alerts</p></td></tr><tr><td style='padding: 15px;'><p>9. Deleting a Log (UI Only)</p><p style='margin: 0'>Project 3 - BugLogger App & Creating The React UI: Deleting a Log (UI Only)</p></td></tr></tbody></table><br><h4>10. Main Process, IPC & MongoDB</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Setup MongoDB Atlas</p><p style='margin: 0'>Main Process, IPC & MongoDB: Setup MongoDB Atlas</p></td></tr><tr><td style='padding: 15px;'><p>2. Connect To Database With Mongoose</p><p style='margin: 0'>Main Process, IPC & MongoDB: Connect To Database With Mongoose</p></td></tr><tr><td style='padding: 15px;'><p>3. Create Log Model</p><p style='margin: 0'>Main Process, IPC & MongoDB: Create Log Model</p></td></tr><tr><td style='padding: 15px;'><p>4. Get Logs From Database</p><p style='margin: 0'>Main Process, IPC & MongoDB: Get Logs From Database</p></td></tr><tr><td style='padding: 15px;'><p>5. Add Log To Database</p><p style='margin: 0'>Main Process, IPC & MongoDB: Add Log To Database</p></td></tr><tr><td style='padding: 15px;'><p>6. Delete Logs From Database</p><p style='margin: 0'>Main Process, IPC & MongoDB: Delete Logs From Database</p></td></tr><tr><td style='padding: 15px;'><p>7. Clear Logs Menu Item</p><p style='margin: 0'>Main Process, IPC & MongoDB: Clear Logs Menu Item</p></td></tr><tr><td style='padding: 15px;'><p>8. Package & Test Our App</p><p style='margin: 0'>Main Process, IPC & MongoDB: Package & Test Our App</p></td></tr><tr><td style='padding: 15px;'><p>9. Custom Icon</p><p style='margin: 0'>Main Process, IPC & MongoDB: Custom Icon</p></td></tr></tbody></table>

JavaScript

Create 3 useful desktop applications with web technologies using Electron

Electron from Scratch: Build Desktop Applications with JavaScript

<strong>This course is your guide to deep learning in Python with Keras. You will discover the Keras Python library for deep learning and learn how to use it to develop and evaluate deep learning models.</strong>
        <p>Welcome to hands-on Keras for machine learning engineers. This is a carefully structured course to guide you in your journey to learn deep learning in Python with Keras. Discover the Keras Python library for deep learning and learn the process of developing and evaluating deep learning models using it.

There are two top numerical platforms for developing deep learning models; they are Theano, developed by the University of Montreal, and TensorFlow developed at Google. Both were developed for use in Python and both can be leveraged by the super-simple-to-use Keras library. Keras wraps the numerical computing complexity of Theano and TensorFlow, providing a concise API that we will use to develop our own neural network and deep learning models. Keras has become the gold standard in the applied space for rapid prototyping deep learning models.

This course is a hands-on guide. It is a playbook and a workbook intended for you to learn by doing and then apply your new understanding to your own deep learning Keras models.

All resources and code files for this course are placed here: https://github.com/PacktPublishing/Hands-On-Keras-for-Machine-Learning-Engineers</p>
        <h2>What You Will Learn</h2><p>Develop and evaluate neural network models end-to-end<br>Build larger models for image and text data<br>Understand the anatomy of a Keras model<br>Evaluate the performance of a deep learning Keras model<br>Build end-to-end regression and classification models in Keras<br>Learn how to use checkpointing to save the best model run</p>
        <h2>Audience</h2><p>This course is for developers, machine learning engineers, and data scientists that want to learn how to get the most out of Keras. You do not need to be a machine learning expert, but it would be helpful if you knew how to navigate a small machine learning problem using SciKit-Learn. Basic concepts such as cross-validation and one-hot encoding used in lessons and projects are described, but only briefly. With all of this in mind, this is an entry-level course on the Keras library.</p>
        <h2>Approach</h2><p>The course follows a hands-on approach towards learning. To get the most out of the course, it is recommended to work through all the examples in each tutorial.</p>
        <h2>Key Features</h2><p>Learn how to use more advanced techniques required to develop state-of-the-art deep learning models * Learn how to use advanced image augmentation techniques in order to lift model performance * Learn how to enhance performance with learning rate schedules</p>
        <h2>Github Repo</h2><p>https://github.com/PacktPublishing/Hands-On-Keras-for-Machine-Learning-Engineers</p>
        <h2>About the Author</h2><h3>Mike West</h3><p>Mike West is the founder of LogikBot. He has worked with databases for over two decades. He has worked for or consulted with over 50 different companies as a full-time employee or consultant. These were Fortune 500 as well as several small to mid-size companies. Some include Georgia Pacific, SunTrust, Reed Construction Data, Building Systems Design, NetCertainty, The Home Shopping Network, SwingVote, Atlanta Gas and Light, and Northrup Grumman.

Over the last five years, Mike has transitioned to the exciting world of applied machine learning. He is excited to show you what he has learned and help you move into one of the single-most important fields in this space.</p>
        <h2>Course Outline</h2><h4>1. Introduction</h4><p></p><br><h4>2. Foundations</h4><p></p><br><h4>3. Going Deeper with Keras</h4><p></p><br><h4>4. Convolutional Neural Networks</h4><p></p><br><h4>5. Recurrent Neural Networks</h4><p></p>

Keras

TensorFlow

This course is your guide to deep learning in Python with Keras. You will discover the Keras Python library for deep learning and learn how to use it to develop and evaluate deep learning models.

Hands-On Keras for Machine Learning Engineers

<div id="course-pills-1">Duration<p>5 Days</p><p>30 CPD hours</p>This course is intended for<p></p><p>The Microsoft 365 Endpoint Administrator is responsible for deploying, configuring, securing, managing, and monitoring devices and client applications in a corporate setting. Their duties include managing identity, access, policies, updates, and apps. They work alongside the M365 Enterprise Administrator to develop and execute a device strategy that aligns with the requirements of a modern organization. Microsoft 365 Endpoint Administrators should be well-versed in M365 workloads and possess extensive skills and experience in deploying, configuring, and maintaining Windows 11 and later, as well as non-Windows devices. Their role emphasizes cloud services over on-premises management technologies.</p><p></p><p></p><p>In this course, students will learn to plan and execute an endpoint deployment strategy using contemporary deployment techniques and implementing update strategies. The course introduces essential elements of modern management, co-management approaches, and Microsoft Intune integration. It covers app deployment, management of browser-based applications, and key security concepts such as authentication, identities, access, and compliance policies. Technologies like Microsoft Entra ID, Azure Information Protection, and Microsoft Defender for Endpoint are explored to protect devices and data.</p><p></p>Prerequisites<p>The Modern Desktop Administrator must be familiar with M365 workloads and must have strong skills and experience of deploying, configuring, and maintaining Windows 11 and later, and non-Windows devices.</p></div><div id="course-pills-2"><h3>1 - Explore the Enterprise Desktop</h3> <ul> <li>Examine benefits of modern management</li> <li>Examine the enterprise desktop life-cycle model</li> <li>Examine planning and purchasing</li> <li>Examine desktop deployment</li> <li>Plan an application deployment</li> <li>Plan for upgrades and retirement</li> </ul> <h3>2 - Explore Windows Editions</h3> <ul> <li>Examine Windows client editions and capabilities</li> <li>Select client edition</li> <li>Examine hardware requirements</li> </ul> <h3>3 - Understand Microsoft Entra ID</h3> <ul> <li>Examine Microsoft Entra ID</li> <li>Compare Microsoft Entra ID and Active Directory Domain Services</li> <li>Examine Microsoft Entra ID as a directory service for cloud apps</li> <li>Compare Microsoft Entra ID P1 and P2 plans</li> <li>Examine Microsoft Entra Domain Services</li> </ul> <h3>4 - Manage Microsoft Entra identities</h3> <ul> <li>Examine RBAC and user roles in Microsoft Entra ID</li> <li>Create and manage users in Microsoft Entra ID</li> <li>Create and manage groups in Microsoft Entra ID</li> <li>Manage Microsoft Entra objects with PowerShell</li> <li>Synchronize objects from AD DS to Microsoft Entra ID</li> </ul> <h3>5 - Manage device authentication</h3> <ul> <li>Describe Microsoft Entra join </li> <li>Examine Microsoft Entra join prerequisites limitations and benefits</li> <li>Join devices to Microsoft Entra ID</li> <li>Manage devices joined to Microsoft Entra ID</li> </ul> <h3>6 - Enroll devices using Microsoft Configuration Manager</h3> <ul> <li>Deploy the Microsoft Configuration Manager client</li> <li>Monitor the Microsoft Configuration Manager client</li> <li>Manage the Microsoft Configuration Manager client</li> </ul> <h3>7 - Enroll devices using Microsoft Intune</h3> <ul> <li>Manage mobile devices with Intune</li> <li>Enable mobile device management</li> <li>Explain considerations for device enrollment</li> <li>Manage corporate enrollment policy</li> <li>Enroll Windows devices in Intune</li> <li>Enroll Android devices in Intune</li> <li>Enroll iOS devices in Intune</li> <li>Explore device enrollment manager</li> <li>Monitor device enrollment</li> <li>Manage devices remotely</li> </ul> <h3>8 - Execute device profiles</h3> <ul> <li>Explore Intune device profiles</li> <li>Create device profiles</li> <li>Create a custom device profile</li> </ul> <h3>9 - Oversee device profiles</h3> <ul> <li>Monitor device profiles in Intune</li> <li>Manage device sync in Intune</li> <li>Manage devices in Intune using scripts</li> </ul> <h3>10 - Maintain user profiles</h3> <ul> <li>Examine user profile</li> <li>Explore user profile types</li> <li>Examine options for minimizing user profile size</li> <li>Deploy and configure folder redirection</li> <li>Sync user state with Enterprise State Roaming</li> <li>Configure Enterprise State Roaming in Azure</li> </ul> <h3>11 - Execute mobile application management</h3> <ul> <li>Examine mobile application management</li> <li>Examine considerations for mobile application management</li> <li>Prepare line-of-business apps for app protection policies</li> <li>Implement mobile application management policies in Intune</li> <li>Manage mobile application management policies in Intune</li> </ul> <h3>12 - Deploy and update applications</h3> <ul> <li>Deploy applications with Intune</li> <li>Add apps to Intune</li> <li>Manage Win32 apps with Intune</li> <li>Deploy applications with Configuration Manager</li> <li>Deploying applications with Group Policy</li> <li>Assign and publish software</li> <li>Explore Microsoft Store for Business</li> <li>Implement Microsoft Store Apps</li> <li>Update Microsoft Store Apps with Intune</li> <li>Assign apps to company employees</li> </ul> <h3>13 - Administer endpoint applications</h3> <ul> <li>Manage apps with Intune</li> <li>Manage Apps on non-enrolled devices</li> <li>Deploy Microsoft 365 Apps with Intune</li> <li>Additional Microsoft 365 Apps Deployment Tools</li> <li>Configure Microsoft Edge Internet Explorer mode</li> <li>App Inventory Review</li> </ul> <h3>14 - Protect identities in Microsoft Entra ID</h3> <ul> <li>Explore Windows Hello for Business</li> <li>Deploy Windows Hello</li> <li>Manage Windows Hello for Business</li> <li>Explore Microsoft Entra ID Protection</li> <li>Manage self-service password reset in Microsoft Entra ID</li> <li>Implement multi-factor authentication</li> </ul> <h3>15 - Enable organizational access</h3> <ul> <li>Enable access to organization resources</li> <li>Explore VPN types and configuration</li> <li>Explore Always On VPN</li> <li>Deploy Always On VPN</li> </ul> <h3>16 - Implement device compliance</h3> <ul> <li>Protect access to resources using Intune</li> <li>Explore device compliance policy</li> <li>Deploy a device compliance policy</li> <li>Explore conditional access</li> <li>Create conditional access policies</li> </ul> <h3>17 - Generate inventory and compliance reports</h3> <ul> <li>Report enrolled devices inventory in Intune</li> <li>Monitor and report device compliance</li> <li>Build custom Intune inventory reports</li> <li>Access Intune using Microsoft Graph API</li> </ul> <h3>18 - Deploy device data protection</h3> <ul> <li>Explore Windows Information Protection</li> <li>Plan Windows Information Protection</li> <li>Implement and use Windows Information Protection</li> <li>Explore Encrypting File System in Windows client</li> <li>Explore BitLocker</li> </ul> <h3>19 - Manage Microsoft Defender for Endpoint</h3> <ul> <li>Explore Microsoft Defender for Endpoint</li> <li>Examine key capabilities of Microsoft Defender for Endpoint</li> <li>Explore Windows Defender Application Control and Device Guard</li> <li>Explore Microsoft Defender Application Guard</li> <li>Examine Windows Defender Exploit Guard</li> <li>Explore Windows Defender System Guard</li> </ul> <h3>20 - Manage Microsoft Defender in Windows client</h3> <ul> <li>Explore Windows Security Center</li> <li>Explore Windows Defender Credential Guard</li> <li>Manage Microsoft Defender Antivirus</li> <li>Manage Windows Defender Firewall</li> <li>Explore Windows Defender Firewall with Advanced Security</li> </ul> <h3>21 - Manage Microsoft Defender for Cloud Apps</h3> <ul> <li>Explore Microsoft Defender for Cloud Apps</li> <li>Planning Microsoft Defender for Cloud Apps</li> <li>Implement Microsoft Defender for Cloud Apps</li> </ul> <h3>22 - Assess deployment readiness</h3> <ul> <li>Examine deployment guidelines</li> <li>Explore readiness tools</li> <li>Assess application compatibility</li> <li>Explore tools for application compatibility mitigation</li> <li>Prepare network and directory for deployment</li> <li>Plan a pilot</li> </ul> <h3>23 - Deploy using the Microsoft Deployment Toolkit</h3> <ul> <li>Evaluate traditional deployment methods</li> <li>Set up the Microsoft Deployment Toolkit for client deployment</li> <li>Manage and deploy images using the Microsoft Deployment Toolkit</li> </ul> <h3>24 - Deploy using Microsoft Configuration Manager</h3> <ul> <li>Explore client deployment using Configuration Manager</li> <li>Examine deployment components of Configuration Manager</li> <li>Manage client deployment using Configuration Manager</li> <li>Plan in-place upgrades using Configuration Manager</li> </ul> <h3>25 - Deploy Devices using Windows Autopilot</h3> <ul> <li>Use Autopilot for modern deployment</li> <li>Examine requirements for Windows Autopilot</li> <li>Prepare device IDs for Autopilot</li> <li>Implement device registration and out-of-the-box customization</li> <li>Examine Autopilot scenarios</li> <li>Troubleshoot Windows Autopilot</li> </ul> <h3>26 - Implement dynamic deployment methods</h3> <ul> <li>Examine subscription activation</li> <li>Deploy using provisioning packages</li> <li>Use Windows Configuration Designer</li> <li>Use Microsoft Entra join with automatic MDM enrollment</li> </ul> <h3>27 - Plan a transition to modern endpoint management</h3> <ul> <li>Explore using co-management to transition to modern endpoint management</li> <li>Examine prerequisites for co-management</li> <li>Evaluate modern management considerations</li> <li>Evaluate upgrades and migrations in modern transitioning</li> <li>Migrate data when modern transitioning</li> <li>Migrate workloads when modern transitioning</li> </ul> <h3>28 - Manage Windows 365</h3> <ul> <li>Explore Windows 365</li> <li>Configure Windows 365</li> <li>Administer Windows 365</li> </ul> <h3>29 - Manage Azure Virtual Desktop</h3> <ul> <li>Examine Azure Virtual Desktop</li> <li>Explore Azure Virtual Desktop</li> <li>Configure Azure Virtual Desktop</li> <li>Administer Azure Virtual Desktop</li> </ul></div><div id="course-pills-3"><h4>Additional course details:</h4><br /><p>Nexus Humans MD-102T00 : Microsoft 365 Endpoint Administrator training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. </p><p></p> This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. <p></p>Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.  <p></p>While we feel this is the best course for the MD-102T00 : Microsoft 365 Endpoint Administrator course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.  <p></p>Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.<p></p></div>

Microsoft Certification

Microsoft 365

Microsoft AZ-900

Microsoft AZ-104

Microsoft AZ-303

Microsoft AZ-700

MD-102T00 Microsoft 365 Endpoint Administrator

<strong>Web API use has increased exponentially in the programming world. This course will provide significant knowledge of implementing Minimal API for your next RESTful API-related project. You will be certain to use the building concepts with ease by following a step-by-step approach. Gain the confidence to instantly create a new Minimal API project with ease.</strong>
        <p>Minimal APIs are architected to create HTTP APIs with minimal dependencies. They are ideal for microservices and apps that want to include only the minimum files, features, and dependencies in ASP.NET Core. This introductory-level course teaches you how to create RESTful APIs and apply them in the real world.

We will start with understanding what minimal APIs are, why they are needed, and when to use them followed by understanding the differences and similarities between Minimal and MVC APIs. We will focus on implementing collection APIs, Entity Framework, and Dependency Injection. We will look at the return types like returning results in Minimal API asynchronously. We will cover important concepts like Data Transfer Objects (DTO), AutoMapper, handling exceptions, and implement individual item endpoints such as GET, PUT, and DELETE.


This course will provide significant knowledge of implementing Minimal API for your next RESTful API-related project. At the end of this course, you will know how to create a Minimal Web API using .NET Core. The course teaches you to use the building concepts easily by following a step-by-step approach, making you confident to create a new Minimal API project instantly.

All the resources for this course are available at:  https://github.com/PacktPublishing/Hands-on-.NET-Minimal-API-for-Web-Developers</p>
        <h2>What You Will Learn</h2><p>Learn about Minimal APIs, the need, and when to use them<br>Differentiate between Minimal APIs and MVC APIs<br>Learn API collection with Entity Framework and Dependency Injection<br>Learn Minimal API with DTO, AutoMapper, and handle exceptions<br>Implement individual item endpoints such as GET, PUT, and DELETE<br>Learn to add AutoMapper to map data and input models</p>
        <h2>Audience</h2><p>This course aims at web developers working with consuming or exposing APIs. They may be working with internal teams or external third parties. Software architects who want to apply the API concepts to scale and enhance distributed computing in their projects.<br><br>You need to know the basics of designing a RESTful API along with a PC running Windows, macOS, or Linux with Visual Studio Code (or a similar IDE that can build C# projects) to carry out hands-on activities and exercises for this course.</p>
        <h2>Approach</h2><p>This course provides video content and practice activities. It follows a step-by-step approach to build an ASP.NET Core Web API project from scratch, using the newly introduced Minimal API concept to let you learn better. Descriptive, live demonstrations on the screen and detailed explanations are provided to assist you in learning.</p>
        <h2>Key Features</h2><p>Learn to design RESTful APIs from scratch * Learn to create a Minimal Web API using .NET Core and get ahead in the career curve * Apply API concepts to scale and enhance distributed computing in your real-world projects</p>
        <h2>Github Repo</h2><p>https://github.com/PacktPublishing/Hands-on-.NET-Minimal-API-for-Web-Developers</p>
        <h2>About the Author</h2><h3>Praveenkumar Bouna</h3><p>Praveenkumar Bouna is a C# software engineer with over 15 years of C# .NET development experience in various enterprise applications, including security and surveillance systems and access control systems. He has had a successful career in the C# software development industry. Throughout his C# .NET programming career, he has encountered learners who find programming a complex subject and struggle to understand coding concepts. He provides proper guidance and direction for learning programming and mentors you in this exciting .NET programming field during the learning process.</p>
        <h2>Course Outline</h2><h4>1. Course Introduction</h4><p></p><br><h4>2. Getting Started with Minimal APIs</h4><p></p><br><h4>3. Implementing Collection APIs</h4><p></p><br><h4>4. A Closer Look at Return Types</h4><p></p><br><h4>5. Improving your Minimal API</h4><p></p><br><h4>6. Implementing Individual Item APIs</h4><p></p><br><h4>7. Course Conclusion</h4><p></p>

Minimal API

Web Development

Web API use has increased exponentially in the programming world. This course will provide significant knowledge of implementing Minimal API for your next RESTful API-related project. You will be certain to use the building concepts with ease by following a step-by-step approach. Gain the confidence to instantly create a new Minimal API project with ease.

Hands-On .NET Minimal API for Web Developers

<div id="course-pills-1">Duration<p>1 Days</p><p>6 CPD hours</p>This course is intended for<p>This course is targeted towards developers looking to build a career as a Node.js developer.</p><p>This course offers you a deep but gentle dive into Node.js. You will start off by discovering the basic building blocks of the modern JavaScript language, which are necessary for you to have a good grasp of Node.js, before delving into the fundamentals of Node.js.Most courses quickly dive into Node.js forgetting that, at the end of the day, Node.js is still JavaScript. This can be challenging for JavaScript newbies who are then trying to build a solid house on a shaky foundation.This course overcomes that obstacle by beginning with a quick introduction to the modern JavaScript language (ES6+). You will then discover Node's asynchronous programming model and examine Node's module system, including built-in modules and application modularization, as well as the NPM third-party module registry. We will finish off by working on a simple web application API using the Hapi.js and Knex.js frameworks.</p></div><div id="course-pills-2"><h4>Introduction to Node.js</h4><ul><li>The Basics of Node.js</li><li>The Module System</li><li>Asynchronous Programming with Node.js</li></ul><h4>Building the API: Part 1</h4><ul><li>Building a Basic HTTP Server</li><li>Setting up Hapi.js</li><li>Understanding Requests</li></ul><h4>Building the API: Part 2</h4><ul><li>Working with the DB Using Knex.js</li><li>Authenticating Your API with JWT</li><li>Testing Your API with Lab</li></ul></div><div id="course-pills-3"><h4>Additional course details:</h4><br /><p>Nexus Humans Beginning API Development with Node.js training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. </p><p></p> This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. <p></p>Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.  <p></p>While we feel this is the best course for the Beginning API Development with Node.js course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.  <p></p>Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.<p></p></div>

Blockchain Developer

Node.js

Beginning API Development with Node.js

<strong>ASP.NET Web API is one of the hot topics in the ASP.NET world. The usage of web API is taking the world by storm. Companies such as Netflix, Spotify, Tesla, and Amazon use APIs to connect front-end and back-end functionality on a large scale. You will be learning these RESTful Web API concepts from scratch in this course.</strong>
        <p>ASP.NET Web API is an ideal platform for building RESTful services and building RESTful applications on .NET Framework. This course explains RESTful Web API request workflow, HTTP status codes, and different parts of a web API request. You will learn to master API Controller concepts that include what are controllers, attributes, and their significance in ASP.NET Web API development.

Some of the topics you will learn to include the following:

- An overview of web APIs in ASP.NET Core
- Web API request workflow
- HTTP status codes
- Mastering API controller
- Building a new RESTful API from scratch
- Learn API return types
- Understand web API operations

This course will provide significant knowledge of implementing API for your next RESTful API-related project. You will be certain to use the building concepts with ease by following a step-by-step approach. You will be confident to instantly apply the ASP.NET Web API tips covered in the course.

By the end of the course, you will know how to create a web API project in ASP.NET Core from scratch.

All resources and code files are placed here: https://github.com/PacktPublishing/aspnetcore-webapi</p>
        <h2>What You Will Learn</h2><p>Build web API operations such as GET, POST, PUT, and DELETE for collections<br>Know how to improve your ASP .NET MVC Web API project using AutoMapper<br>Learn to add validations for the models<br>Learn to create a new web API project from scratch<br>Master API controller concepts such as controllers and attributes<br>Implement association APIs using GET and POST</p>
        <h2>Audience</h2><p>This course is for backend web developers who work with APIs by either consuming or exposing APIs and for software architects who want to apply the API concepts to scale and enhance distributed computing in their projects.<br><br>Basic knowledge of designing a RESTful API, ASP.NET Core, and ASP.NET Core MVC is expected.</p>
        <h2>Approach</h2><p>This course provides you with over two hours of content along with practice activities. To help you better, it follows a step-by-step approach to build an ASP.NET Web API project from scratch.</p>
        <h2>Key Features</h2><p>Get an overview of web APIs in ASP .NET Core and learn about web API request workflow, HTTP status codes, and the different parts of a web API request * Understand web API operations such as GET, POST, PUT, and DELETE for collections as well as individual items * Build a new RESTful API for a case study through step-by-step instructions</p>
        <h2>Github Repo</h2><p>https://github.com/PacktPublishing/aspnetcore-webapi</p>
        <h2>About the Author</h2><h3>Praveenkumar Bouna</h3><p>Praveenkumar Bouna is a C# software engineer with over 15 years of C# .NET development experience in various enterprise applications, including security and surveillance systems and access control systems. He has had a successful career in the C# software development industry. Throughout his C# .NET programming career, he has encountered learners who find programming a complex subject and struggle to understand coding concepts. He provides proper guidance and direction for learning programming and mentors you in this exciting .NET programming field during the learning process.</p>
        <h2>Course Outline</h2><h4>1. Course Introduction</h4><p></p><br><h4>2. Getting Started</h4><p></p><br><h4>3. A Closer Look at API Controllers</h4><p></p><br><h4>4. Implementing Collection APIs</h4><p></p><br><h4>5. A Closer Look at Return Types</h4><p></p><br><h4>6. Improving your Web API Project</h4><p></p><br><h4>7. Implementing Individual Item APIs</h4><p></p><br><h4>8. Implementing Association APIs</h4><p></p><br><h4>9. Course Conclusion</h4><p></p>

ASP.NET

ASP.NET Web API is one of the hot topics in the ASP.NET world. The usage of web API is taking the world by storm. Companies such as Netflix, Spotify, Tesla, and Amazon use APIs to connect front-end and back-end functionality on a large scale. You will be learning these RESTful Web API concepts from scratch in this course.

Hands-On ASP.NET Core Web API - Build API from Scratch

<div id="course-pills-1">Duration<p>3 Days</p><p>18 CPD hours</p>This course is intended for<p>This course is intended for security engineers, security architects, and information security professionals.</p>Overview<p>Identify security benefits and responsibilities of using the AWS Cloud Build secure application infrastructures Protect applications and data from common security threats Perform and automate security checks Configure authentication and permissions for applications and resources Monitor AWS resources and respond to incidents Capture and process logs Create and configure automated and repeatable deployments with tools such as AMIs and AWS CloudFormation</p><p>This course demonstrates how to efficiently use AWS security services to stay secure in the AWS Cloud. The course focuses on the security practices that AWS recommends for enhancing the security of your data and systems in the cloud. The course highlights the security features of AWS key services including compute, storage, networking, and database services. You will also learn how to leverage AWS services and tools for automation, continuous monitoring and logging, and responding to security incidents.</p>Prerequisites<p>We recommend that attendees of this course have: </p><ul> <li>Working knowledge of IT security practices and infrastructure concepts</li> <li>Familiarity with cloud computing concepts</li> <li>Completed AWS Security Essentials and Architecting on AWS courses</li> </ul><p></p></div><div id="course-pills-2"><h3>1 - Security on AWS</h3> <ul> <li>Security in the AWS cloud</li> <li>AWS Shared Responsibility Model</li> <li>Incident response overview</li> <li>DevOps with Security Engineering</li> </ul> <h3>2 - Identifying Entry Points on AWS</h3> <ul> <li>Identify the different ways to access the AWS platform</li> <li>Understanding IAM policies</li> <li>IAM Permissions Boundary</li> <li>IAM Access Analyzer</li> <li>Multi-factor authentication</li> <li>AWS CloudTrail</li> </ul> <h3>3 - Security Considerations: Web Application Environments</h3> <ul> <li>Threats in a three-tier architecture</li> <li>Common threats: user access</li> <li>Common threats: data access</li> <li>AWS Trusted Advisor</li> </ul> <h3>4 - Application Security</h3> <ul> <li>Amazon Machine Images</li> <li>Amazon Inspector</li> <li>AWS Systems Manager</li> </ul> <h3>5 - Data Security</h3> <ul> <li>Data protection strategies</li> <li>Encryption on AWS</li> <li>Protecting data at rest with Amazon S3, Amazon RDS, Amazon DynamoDB</li> <li>Protecting archived data with Amazon S3 Glacier</li> <li>Amazon S3 Access Analyzer</li> <li>Amazon S3 Access Points</li> </ul> <h3>6 - Securing Network Communications</h3> <ul> <li>Amazon VPC security considerations</li> <li>Amazon VPC Traffic Mirroring</li> <li>Responding to compromised instances</li> <li>Elastic Load Balancing</li> <li>AWS Certificate Manager</li> </ul> <h3>7 - Monitoring and Collecting Logs on AWS</h3> <ul> <li>Amazon CloudWatch and CloudWatch Logs</li> <li>AWS Config</li> <li>Amazon Macie</li> <li>Amazon VPC Flow Logs</li> <li>Amazon S3 Server Access Logs</li> <li>ELB Access Logs</li> </ul> <h3>8 - Processing Logs on AWS</h3> <ul> <li>Amazon Kinesis</li> <li>Amazon Athena</li> </ul> <h3>9 - Security Considerations: Hybrid Environments</h3> <ul> <li>AWS Site-to-Site and Client VPN connections</li> <li>AWS Direct Connect</li> <li>AWS Transit Gateway</li> </ul> <h3>10 - Out-Of-Region Protection</h3> <ul> <li>Amazon Route 53</li> <li>AWS WAF</li> <li>Amazon CloudFront</li> <li>AWS Shield</li> <li>AWS Firewall Manager</li> <li>DDoS mitigation on AWS</li> </ul> <h3>11 - Security Considerations: Serverless Environments</h3> <ul> <li>Amazon Cognito</li> <li>Amazon API Gateway</li> <li>AWS Lambda</li> </ul> <h3>12 - Threat Detection and Investigation</h3> <ul> <li>Amazon GuardDuty</li> <li>AWS Security Hub</li> <li>Amazon Detective</li> </ul> <h3>13 - Secrets Management on AWS</h3> <ul> <li>AWS KMS</li> <li>AWS CloudHSM</li> <li>AWS Secrets Manager</li> </ul> <h3>14 - Automation and Security by Design</h3> <ul> <li>AWS CloudFormation</li> <li>AWS Service Catalog</li> </ul> <h3>15 - Account Management and Provisioning on AWS</h3> <ul> <li>AWS Organizations</li> <li>AWS Control Tower</li> <li>AWS SSO</li> <li>AWS Directory Service</li> </ul></div>

IT Security

AWS Certification

Certified Cloud Security Professional (CCSP)

Cyber Security

AWS Certified Solutions Architect

Security Engineering on AWS

<div id="course-pills-1">Duration<p>4 Days</p><p>24 CPD hours</p>This course is intended for<p></p><p>This course is for Azure Security Engineers who are planning to take the associated certification exam, or who are performing security tasks in their day-to-day job. This course would also be helpful to an engineer that wants to specialize in providing security for Azure-based digital platforms and play an integral role in protecting an organization's data.</p><p></p><p></p><p>This course provides IT Security Professionals with the knowledge and skills needed to implement security controls, maintain an organization?s security posture, and identify and remediate security vulnerabilities. This course includes security for identity and access, platform protection, data and applications, and security operations.</p><p></p>Prerequisites<p></p><li>AZ-104T00 - Microsoft Azure Administrator</li>  <li>Security best practices and industry security requirements such as defense in depth, least privileged access, role-based access control, multi-factor authentication, shared responsibility, and zero trust model.</li>  <li>Be familiar with security protocols such as Virtual Private Networks (VPN), Internet Security Protocol (IPSec), Secure Socket Layer (SSL), disk and data encryption methods.</li>  <li>Have some experience deploying Azure workloads. This course does not cover the basics of Azure administration, instead the course content builds on that knowledge by adding security specific information.</li>  <li>Have experience with Windows and Linux operating systems and scripting languages. Course labs may use PowerShell and the CLI.</li><p></p></div><div id="course-pills-2"><h3>1 - Manage identities in Microsoft Entra ID</h3> <ul> <li>Secure users in Microsoft Entra ID</li> <li>Secure groups in Microsoft Entra ID</li> <li>Recommend when to use external identities</li> <li>Secure external identities</li> <li>Implement Microsoft Entra Identity protection</li> </ul> <h3>2 - Manage authentication by using Microsoft Entra ID</h3> <ul> <li>Configure Microsoft Entra Verified ID</li> <li>Implement multifactor authentication (MFA)</li> <li>Implement passwordless authentication</li> <li>Implement password protection</li> <li>Implement single sign-on (SSO)</li> <li>Integrate single sign-on (SSO) and identity providers</li> <li>Recommend and enforce modern authentication protocols </li> </ul> <h3>3 - Manage authorization by using Microsoft Entra ID</h3> <ul> <li>Configure Azure role permissions for management groups, subscriptions, resource groups, and resources</li> <li>Assign built-in roles in Microsoft Entra ID</li> <li>Assign built-in roles in Azure</li> <li>Create and assign a custom role in Microsoft Entra ID</li> <li>Implement and manage Microsoft Entra Permissions Management</li> <li>Configure Microsoft Entra Privileged Identity Management </li> <li>Configure role management and access reviews by using Microsoft Entra Identity Governance</li> <li>Implement Conditional Access policies</li> </ul> <h3>4 - Manage application access in Microsoft Entra ID</h3> <ul> <li>Manage access to enterprise applications in Microsoft Entra ID, including OAuth permission grants</li> <li>Manage app registrations in Microsoft Entra ID</li> <li>Configure app registration permission scopes</li> <li>Manage app registration permission consent</li> <li>Manage and use service principals</li> <li>Manage managed identities for Azure resources</li> <li>Recommend when to use and configure a Microsoft Entra Application Proxy, including authentication</li> </ul> <h3>5 - Plan and implement security for virtual networks</h3> <ul> <li>Plan and implement Network Security Groups (NSGs) and Application Security Groups (ASGs)</li> <li>Plan and implement User-Defined Routes (UDRs)</li> <li>Plan and implement Virtual Network peering or gateway</li> <li>Plan and implement Virtual Wide Area Network, including secured virtual hub</li> <li>Secure VPN connectivity, including point-to-site and site-to-site</li> <li>Implement encryption over ExpressRoute</li> <li>Configure firewall settings on PaaS resources</li> <li>Monitor network security by using Network Watcher, including NSG flow logging</li> </ul> <h3>6 - Plan and implement security for private access to Azure resources</h3> <ul> <li>Plan and implement virtual network Service Endpoints</li> <li>Plan and implement Private Endpoints</li> <li>Plan and implement Private Link services</li> <li>Plan and implement network integration for Azure App Service and Azure Functions</li> <li>Plan and implement network security configurations for an App Service Environment (ASE)</li> <li>Plan and implement network security configurations for an Azure SQL Managed Instance</li> </ul> <h3>7 - Plan and implement security for public access to Azure resources</h3> <ul> <li>Plan and implement Transport Layer Security (TLS) to applications, including Azure App Service and API Management</li> <li>Plan, implement, and manage an Azure Firewall, Azure Firewall Manager and firewall policies</li> <li>Plan and implement an Azure Application Gateway</li> <li>Plan and implement an Azure Front Door, including Content Delivery Network (CDN)</li> <li>Plan and implement a Web Application Firewall (WAF)</li> <li>Recommend when to use Azure DDoS Protection Standard</li> </ul> <h3>8 - Plan and implement advanced security for compute</h3> <ul> <li>Plan and implement remote access to public endpoints, Azure Bastion and just-in-time (JIT) virtual machine (VM) access</li> <li>Configure network isolation for Azure Kubernetes Service (AKS)</li> <li>Secure and monitor AKS</li> <li>Configure authentication for AKS</li> <li>Configure security for Azure Container Instances (ACIs)</li> <li>Configure security for Azure Container Apps (ACAs)</li> <li>Manage access to Azure Container Registry (ACR)</li> <li>Configure disk encryption, Azure Disk Encryption (ADE), encryption as host, and confidential disk encryption</li> <li>Recommend security configurations for Azure API Management</li> </ul> <h3>9 - Plan and implement security for storage</h3> <ul> <li>Configure access control for storage accounts</li> <li>Manage life cycle for storage account access keys</li> <li>Select and configure an appropriate method for access to Azure Files</li> <li>Select and configure an appropriate method for access to Azure Blob Storage</li> <li>Select and configure an appropriate method for access to Azure Tables</li> <li>Select and configure an appropriate method for access to Azure Queues</li> <li>Select and configure appropriate methods for protecting against data security threats, including soft delete, backups, versioning, and immutable storage</li> <li>Configure Bring your own key (BYOK)</li> <li>Enable double encryption at the Azure Storage infrastructure level</li> </ul> <h3>10 - Plan and implement security for Azure SQL Database and Azure SQL Managed Instance</h3> <ul> <li>Enable database authentication by using Microsoft Entra ID</li> <li>Enable and monitor database audit</li> <li>Identify use cases for the Microsoft Purview governance portal</li> <li>Implement data classification of sensitive information by using the Microsoft Purview governance portal</li> <li>Plan and implement dynamic mask</li> <li>Implement transparent data encryption?</li> <li>Recommend when to use Azure SQL Database Always Encrypted</li> </ul> <h3>11 - Plan, implement, and manage governance for security</h3> <ul> <li>Create, assign, and interpret security policies and initiatives in Azure Policy</li> <li>Configure security settings by using Azure Blueprint</li> <li>Deploy secure infrastructures by using a landing zone</li> <li>Create and configure an Azure Key Vault</li> <li>Recommend when to use a dedicated Hardware Security Module (HSM)</li> <li>Configure access to Key Vault, including vault access policies and Azure Role Based Access Control</li> <li>Manage certificates, secrets, and keys</li> <li>Configure key rotation</li> <li>Configure backup and recovery of certificates, secrets, and keys</li> </ul> <h3>12 - Manage security posture by using Microsoft Defender for Cloud</h3> <ul> <li>Implement Microsoft Defender for Cloud</li> <li>Identify and remediate security risks by using the Microsoft Defender for Cloud Secure Score and Inventory</li> <li>Assess compliance against security frameworks and Microsoft Defender for Cloud</li> <li>Add industry and regulatory standards to Microsoft Defender for Cloud</li> <li>Add custom initiatives to Microsoft Defender for Cloud</li> <li>Connect hybrid cloud and multicloud environments to Microsoft Defender for Cloud</li> <li>Identify and monitor external assets by using Microsoft Defender External Attack Surface Management</li> </ul> <h3>13 - Configure and manage threat protection by using Microsoft Defender for Cloud</h3> <ul> <li>Enable workload protection services in Microsoft Defender for Cloud, including Microsoft Defender for Storage, Databases, Containers, App Service, Key Vault, Resource Manager, and DNS</li> <li>Configure Microsoft Defender for Servers</li> <li>Configure Microsoft Defender for Azure SQL Database</li> <li>Manage and respond to security alerts in Microsoft Defender for Cloud</li> <li>Configure workflow automation by using Microsoft Defender for Cloud</li> <li>Evaluate vulnerability scans from Microsoft Defender for Server</li> </ul> <h3>14 - Configure and manage security monitoring and automation solutions</h3> <ul> <li>Monitor security events by using Azure Monitor</li> <li>Configure data connectors in Microsoft Sentinel</li> <li>Create and customize analytics rules in Microsoft Sentinel</li> <li>Configure automation in Microsoft Sentinel</li> </ul></div><div id="course-pills-3"><h4>Additional course details:</h4><br /><p>Nexus Humans AZ-500T00 Microsoft Azure Security Technologies training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. </p><p></p> This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. <p></p>Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.  <p></p>While we feel this is the best course for the AZ-500T00 Microsoft Azure Security Technologies course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.  <p></p>Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.<p></p></div>

Microsoft Azure

CompTIA Security+

AZ-500T00 Microsoft Azure Security Technologies

<div id="course-pills-1">Duration<p>5 Days</p><p>30 CPD hours</p>This course is intended for<p></p><p>Students in this course are interested in Azure development or in passing the Microsoft Azure Developer Associate certification exam.</p><p></p><p></p><p>This course teaches developers how to create end-to-end solutions in Microsoft Azure. Students will learn how to implement Azure compute solutions, create Azure Functions, implement and manage web apps, develop solutions utilizing Azure storage, implement authentication and authorization, and secure their solutions by using KeyVault and Managed Identities. Students will also learn how to connect to and consume Azure services and third-party services, and include event- and message-based models in their solutions. The course also covers monitoring, troubleshooting, and optimizing Azure solutions.</p><p></p>Prerequisites<p>To be successful in this course, learners should have the following: Hands-on experience with Azure IaaS and PaaS solutions, and the Azure Portal. Experience writing in an Azure supported language at the intermediate level. (C#, JavaScript, Python, or Java) Ability to write code to connect and perform operations on, a SQL or NoSQL database product. (SQL Server, Oracle, MongoDB, Cassandra or similar) Experience writing code to handle authentication, authorization, and other security principles at the intermediate level. A general understanding of HTML, the HTTP protocol and REST API interfaces.</p></div><div id="course-pills-2"><h3>1 - Explore Azure App Service</h3> <ul> <li>Examine Azure App Service</li> <li>Examine Azure App Service plans</li> <li>Deploy to App Service</li> <li>Explore authentication and authorization in App Service</li> <li>Discover App Service networking features</li> </ul> <h3>2 - Configure web app settings</h3> <ul> <li>Configure application settings</li> <li>Configure general settings</li> <li>Configure path mappings</li> <li>Enable diagnostic logging</li> <li>Configure security certificates</li> </ul> <h3>3 - Scale apps in Azure App Service</h3> <ul> <li>Examine autoscale factors</li> <li>Identify autoscale factors</li> <li>Enable autoscale in App Service</li> <li>Explore autoscale best practices</li> </ul> <h3>4 - Explore Azure App Service deployment slots</h3> <ul> <li>Explore staging environments</li> <li>Examine slot swapping</li> <li>Swap deployment slots</li> <li>Route traffic in App Service</li> </ul> <h3>5 - Explore Azure Functions</h3> <ul> <li>Discover Azure Functions</li> <li>Compare Azure Functions hosting options</li> <li>Scale Azure Functions</li> </ul> <h3>6 - Develop Azure Functions</h3> <ul> <li>Explore Azure Functions development</li> <li>Create triggers and bindings</li> <li>Connect functions to Azure services</li> </ul> <h3>7 - Explore Azure Blob storage</h3> <ul> <li>Explore Azure Blob storage</li> <li>Discover Azure Blob storage resource types</li> <li>Explore Azure Storage security features</li> <li>Discover static website hosting in Azure Storage</li> </ul> <h3>8 - Manage the Azure Blob storage lifecycle</h3> <ul> <li>Explore the Azure Blob storage lifecycle</li> <li>Discover Blob storage lifecycle policies</li> <li>Implement Blob storage lifecycle policies</li> <li>Rehydrate blob data from the archive tier</li> </ul> <h3>9 - Work with Azure Blob storage</h3> <ul> <li>Explore Azure Blob storage client library</li> <li>Create a client object</li> <li>Manage container properties and metadata by using .NET</li> <li>Set and retrieve properties and metadata for blob resources by using REST</li> </ul> <h3>10 - Explore Azure Cosmos DB</h3> <ul> <li>Identify key benefits of Azure Cosmos DB</li> <li>Explore the resource hierarchy</li> <li>Explore consistency levels</li> <li>Choose the right consistency level</li> <li>Explore supported APIs</li> <li>Discover request units</li> </ul> <h3>11 - Work with Azure Cosmos DB</h3> <ul> <li>Explore Microsoft .NET SDK v3 for Azure Cosmos DB</li> <li>Create stored procedures</li> <li>Create triggers and user-defined functions</li> <li>Explore change feed in Azure Cosmos DB</li> </ul> <h3>12 - Manage container images in Azure Container Registry</h3> <ul> <li>Discover the Azure Container Registry</li> <li>Explore storage capabilities</li> <li>Build and manage containers with tasks</li> <li>Explore elements of a Dockerfile</li> </ul> <h3>13 - Run container images in Azure Container Instances</h3> <ul> <li>Explore Azure Container Instances</li> <li>Run containerized tasks with restart policies</li> <li>Set environment variables in container instances</li> <li>Mount an Azure file share in Azure Container Instances</li> </ul> <h3>14 - Implement Azure Container Apps</h3> <ul> <li>Explore Azure Container Apps</li> <li>Explore containers in Azure Container Apps</li> <li>Implement authentication and authorization in Azure Container Apps</li> <li>Manage revisions and secrets in Azure Container Apps</li> <li>Explore Dapr integration with Azure Container Apps</li> </ul> <h3>15 - Explore the Microsoft identity platform</h3> <ul> <li>Explore the Microsoft identity platform</li> <li>Explore service principals</li> <li>Discover permissions and consent</li> <li>Discover conditional access</li> </ul> <h3>16 - Implement authentication by using the Microsoft Authentication Library</h3> <ul> <li>Explore the Microsoft Authentication Library</li> <li>Initialize client applications</li> </ul> <h3>17 - Implement shared access signatures</h3> <ul> <li>Discover shared access signatures</li> <li>Choose when to use shared access signatures</li> <li>Explore stored access policies</li> </ul> <h3>18 - Explore Microsoft Graph</h3> <ul> <li>Discover Microsoft Graph</li> <li>Query Microsoft Graph by using REST</li> <li>Query Microsoft Graph by using SDKs</li> <li>Apply best practices to Microsoft Graph</li> </ul> <h3>19 - Implement Azure Key Vault</h3> <ul> <li>Explore Azure Key Vault</li> <li>Discover Azure Key Vault best practices</li> <li>Authenticate to Azure Key Vault</li> </ul> <h3>20 - Implement managed identities</h3> <ul> <li>Explore managed identities</li> <li>Discover the managed identities authentication flow</li> <li>Configure managed identities</li> <li>Acquire an access token</li> </ul> <h3>21 - Implement Azure App Configuration</h3> <ul> <li>Explore the Azure App Configuration service</li> <li>Create paired keys and values</li> <li>Manage application features</li> <li>Secure app configuration data</li> </ul> <h3>22 - Explore API Management</h3> <ul> <li>Discover the API Management service</li> <li>Explore API gateways</li> <li>Explore API Management policies</li> <li>Create advanced policies</li> <li>Secure APIs by using subscriptions</li> <li>Secure APIs by using certificates</li> </ul> <h3>23 - Explore Azure Event Grid</h3> <ul> <li>Explore Azure Event Grid</li> <li>Discover event schemas</li> <li>Explore event delivery durability</li> <li>Control access to events</li> <li>Receive events by using webhooks</li> <li>Filter events</li> </ul> <h3>24 - Explore Azure Event Hubs</h3> <ul> <li>Discover Azure Event Hubs</li> <li>Explore Event Hubs Capture</li> <li>Scale your processing application</li> <li>Control access to events</li> <li>Perform common operations with the Event Hubs client library</li> </ul> <h3>25 - Discover Azure message queues</h3> <ul> <li>Choose a message queue solution</li> <li>Explore Azure Service Bus</li> <li>Discover Service Bus queues, topics, and subscriptions</li> <li>Explore Service Bus message payloads and serialization</li> <li>Explore Azure Queue Storage</li> <li>Create and manage Azure Queue Storage and messages by using .NET</li> </ul> <h3>26 - Monitor app performance</h3> <ul> <li>Explore Application Insights</li> <li>Discover log-based metrics</li> <li>Instrument an app for monitoring</li> <li>Select an availability test</li> <li>Troubleshoot app performance by using Application Map</li> </ul> <h3>27 - Develop for Azure Cache for Redis</h3> <ul> <li>Explore Azure Cache for Redis</li> <li>Configure Azure Cache for Redis</li> <li>Interact with Azure Cache for Redis by using .NET</li> </ul> <h3>28 - Develop for storage on CDNs</h3> <ul> <li>Explore Azure Content Delivery Networks</li> <li>Control cache behavior on Azure Content Delivery Networks</li> <li>Interact with Azure Content Delivery Networks by using .NET</li> </ul></div>

AZ-204T00 Developing Solutions for Microsoft Azure

<div id="course-pills-1">Duration<p>5 Days</p><p>30 CPD hours</p>This course is intended for<p>The Certified Ethical Hacking v12 course will significantly benefit security officers, auditors, security professionals, site administrators, and anyone who is concerned about the integrity of the network infrastructure.</p>Overview<p>Information security controls, laws, and standards. Various types of footprinting, footprinting tools, and countermeasures. Network scanning techniques and scanning countermeasures Enumeration techniques and enumeration countermeasures Vulnerability analysis to identify security loopholes in the target organization?s network, communication infrastructure, and end systems. System hacking methodology, steganography, steganalysis attacks, and covering tracks to discover system and network vulnerabilities. Different types of malware (Trojan, Virus, worms, etc.), system auditing for malware attacks, malware analysis, and countermeasures. Packet sniffing techniques to discover network vulnerabilities and countermeasures to defend against sniffing. Social engineering techniques and how to identify theft attacks to audit human-level vulnerabilities and social engineering countermeasures. DoS/DDoS attack techniques and tools to audit a target and DoS/DDoS countermeasures. Session hijacking techniques to discover network-level session management, authentication/authorization, and cryptographic weaknesses and countermeasures. Webserver attacks and a comprehensive attack methodology to audit vulnerabilities in webserver infrastructure, and countermeasures. Web application attacks, comprehensive web application hacking methodology to audit vulnerabilities in web applications, and countermeasures. SQL injection attack techniques, injection detection tools to detect SQL injection attempts, and countermeasures. Wireless encryption, wireless hacking methodology, wireless hacking tools, and Wi-Fi security tools. Mobile platform attack vector, android vulnerability exploitations, and mobile security guidelines and tools. Firewall, IDS and honeypot evasion techniques, evasion tools and techniques to audit a network perimeter for weaknesses, and countermeasures. Cloud computing concepts (Container technology, serverless computing), the working of various threats and attacks, and security techniques and tools. Penetration testing, security audit, vulnerability assessment, and penetration testing roadmap. Threats to IoT and OT platforms and defending IoT and OT devices. Cryptography ciphers, Public Key Infrastructure (PKI), cryptography attacks, and cryptanalysis tools.</p><p>CEH provides an in-depth understanding of ethical hacking phases, various attack vectors, and preventative countermeasures. It will teach you how hackers think and act maliciously so you will be better positioned to setup your security infrastructure and defend against future attacks. An understanding of system weaknesses and vulnerabilities helps organizations strengthen their system security controls to minimize the risk of an incident. CEH was built to incorporate a hands-on environment and systematic process across each ethical hacking domain and methodology, giving you the opportunity to work towards proving the required knowledge and skills needed to achieve the CEH credential. You will be exposed to an entirely different posture toward the responsibilities and measures required to be secure. Now in its 12th version, CEH continues to evolve with the latest operating systems, tools, tactics, exploits, and technologies.</p></div><div id="course-pills-2"><h3>1 - Introduction to Ethical Hacking</h3> <ul> <li>Information Security Overview</li> <li>Cyber Kill Chain Concepts</li> <li>Hacking Concepts</li> <li>Ethical Hacking Concepts</li> <li>Information Security Controls</li> <li>Information Security Laws and Standards</li> </ul> <h3>2 - 2 - Foot-printing and Reconnaissance</h3> <ul> <li>Footprinting Concepts</li> <li>Footprinting through Search Engines</li> <li>Footprinting through Web Services</li> <li>Footprinting through Social Networking Sites</li> <li>Website Footprinting</li> <li>Email Footprinting</li> <li>Who is Footprinting</li> <li>DNS Footprinting</li> <li>Network Footprinting</li> <li>Footprinting through Social Engineering</li> <li>Footprinting Tools</li> <li>Footprinting Countermeasures</li> </ul> <h3>3 - Scanning Networks</h3> <ul> <li>Network Scanning Concepts</li> <li>Scanning Tools</li> <li>Host Discovery</li> <li>Port and Service Discovery</li> <li>OS Discovery (Banner Grabbing/OS Fingerprinting) </li><li>Scanning Beyond IDS and Firewall</li> <li>Draw Network Diagrams</li> </ul> <h3>4 - Enumeration</h3> <ul> <li>Enumeration Concepts</li> <li>NetBIOS Enumeration</li> <li>SNMP Enumeration</li> <li>LDAP Enumeration</li> <li>NTP and NFS Enumeration</li> <li>SMTP and DNS Enumeration</li> <li>Other Enumeration Techniques</li> <li>Enumeration Countermeasures</li> </ul> <h3>5 - Vulnerability Analysis</h3> <ul> <li>Vulnerability Assessment Concepts</li> <li>Vulnerability Classification and Assessment Types</li> <li>Vulnerability Assessment Solutions and Tools</li> <li>Vulnerability Assessment Reports</li> </ul> <h3>6 - System Hacking</h3> <ul> <li>System Hacking Concepts</li> <li>Gaining Access</li> <li>Escalating Privileges</li> <li>Maintaining Access</li> <li>Clearing Logs</li> </ul> <h3>7 - Malware Threats</h3> <ul> <li>Malware Concepts</li> <li>APT Concepts</li> <li>Trojan Concepts</li> <li>Virus and Worm Concepts</li> <li>Fileless Malware Concepts</li> <li>Malware Analysis</li> <li>Countermeasures</li> <li>Anti-Malware Software</li> </ul> <h3>8 - Sniffing</h3> <ul> <li>Sniffing Concepts</li> <li>Sniffing Technique: MAC Attacks</li> <li>Sniffing Technique: DHCP Attacks</li> <li>Sniffing Technique: ARP Poisoning</li> <li>Sniffing Technique: Spoofing Attacks</li> <li>Sniffing Technique: DNS Poisoning</li> <li>Sniffing Tools</li> <li>Countermeasures</li> <li>Sniffing Detection Techniques</li> </ul> <h3>9 - Social Engineering</h3> <ul> <li>Social Engineering Concepts</li> <li>Social Engineering Techniques</li> <li>Insider Threats</li> <li>Impersonation on Social Networking Sites</li> <li>Identity Theft</li> <li>Countermeasures</li> </ul> <h3>10 - Denial-of-Service</h3> <ul> <li>DoS/DDoS Concepts</li> <li>DoS/DDoS Attack Techniques</li> <li>BotnetsDDoS Case Study</li> <li>DoS/DDoS Attack Tools</li> <li>Countermeasures</li> <li>DoS/DDoS Protection Tools</li> </ul> <h3>11 - Session Hijacking</h3> <ul> <li>Session Hijacking Concepts</li> <li>Application Level Session Hijacking</li> <li>Network Level Session Hijacking</li> <li>Session Hijacking Tools</li> <li>Countermeasures</li> </ul> <h3>12 - Evading IDS, Firewalls, and Honeypots</h3> <ul> <li>IDS, IPS, Firewall, and Honeypot Concepts</li> <li>IDS, IPS, Firewall, and Honeypot Solutions</li> <li>Evading IDS</li> <li>Evading Firewalls</li> <li>IDS/Firewall Evading Tools</li> <li>Detecting Honeypots</li> <li>IDS/Firewall Evasion Countermeasures</li> </ul> <h3>13 - Hacking Web Servers</h3> <ul> <li>Web Server Concepts</li> <li>Web Server Attacks</li> <li>Web Server Attack Methodology</li> <li>Web Server Attack Tools</li> <li>Countermeasures</li> <li>Patch Management</li> <li>Web Server Security Tools</li> </ul> <h3>14 - Hacking Web Applications</h3> <ul> <li>Web Application Concepts</li> <li>Web Application Threats</li> <li>Web Application Hacking Methodology</li> <li>Web API, Webhooks, and Web Shell</li> <li>Web Application Security</li> </ul> <h3>15 - SQL Injection</h3> <ul> <li>SQL Injection Concepts</li> <li>Types of SQL Injection</li> <li>SQL Injection Methodology</li> <li>SQL Injection Tools</li> <li>Evasion Techniques</li> <li>Countermeasures</li> </ul> <h3>16 - Hacking Wireless Networks</h3> <ul> <li>Wireless Concepts</li> <li>Wireless Encryption</li> <li>Wireless Threats</li> <li>Wireless Hacking Methodology</li> <li>Wireless Hacking Tools</li> <li>Bluetooth Hacking</li> <li>Countermeasures</li> <li>Wireless Security Tools</li> </ul> <h3>17 - Hacking Mobile Platforms</h3> <ul> <li>Mobile Platform Attack Vectors</li> <li>Hacking Android OS</li> <li>Hacking iOS</li> <li>Mobile Device Management</li> <li>Mobile Security Guidelines and Tools</li> </ul> <h3>18 - IoT and OT Hacking</h3> <ul> <li>IoT Hacking</li> <li>IoT Concepts</li> <li>IoT Attacks</li> <li>IoT Hacking Methodology</li> <li>IoT Hacking Tools</li> <li>Countermeasures</li> <li>OT Hacking</li> <li>OT Concepts</li> <li>OT Attacks</li> <li>OT Hacking Methodology</li> <li>OT Hacking Tools</li> <li>Countermeasures</li> </ul> <h3>19 - Cloud Computing</h3> <ul> <li>Cloud Computing Concepts</li> <li>Container Technology</li> <li>Serverless Computing</li> <li>Cloud Computing Threats</li> <li>Cloud Hacking</li> <li>Cloud Security</li> </ul> <h3>20 - Cryptography</h3> <ul> <li>Cryptography Concepts</li> <li>Encryption Algorithms</li> <li>Cryptography Tools</li> <li>Public Key Infrastructure (PKI) </li><li>Email Encryption</li> <li>Disk Encryption</li> <li>Cryptanalysis</li> <li>Countermeasures</li> </ul></div><div id="course-pills-3"><h4>Additional course details:</h4><br /><p>Nexus Humans EC-Council Certified Ethical Hacker (CEH) v.12 training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. </p><p></p> This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. <p></p>Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.  <p></p>While we feel this is the best course for the EC-Council Certified Ethical Hacker (CEH) v.12 course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.  <p></p>Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.<p></p></div>

Certified in Cybersecurity (CC)

IT Certifications

Certified Ethical Hacker (CEH)

Certified Cyber Professional (CCP)

Ethical Hacking

EC-Council Certified Ethical Hacker (CEH) v12

<strong>Better than REST APIs! Build a fast and scalable HTTP/2 API for a Go microservice with gRPC and protocol buffers (protobufs)</strong>
        <p>gRPC is a new and modern framework for building scalable, modern, and fast APIs. It is leveraged by many top tech companies such as Google, Square, and Netflix and enables programmers to write microservices in any language they want while keeping the ability to easily create communications between these services. It relies on protocol buffers as the transport mechanism and the Service Definition Language.
gRPC [Golang] Master Class: Build Modern APIs and Microservices is the best way to get a great overview of all the possibilities offered by gRPC with your favourite language
&bull; Learn the gRPC theory to understand how gRPC works
&bull; Compare gRPC and the REST API paradigm
&bull; Write your gRPC service definitions in .proto files
&bull; Generate server and client Code in Golang using the Gradle gRPC plugin
&bull; Implement unary, server streaming, client streaming, and the bi-directional streaming API
&bull; Practice your learning with exercises and solutions
&bull; Implement advanced concepts such as error handling, deadlines, and SSL security
&bull; Implement a full CRUD API on top of MongoDB
&bull; Get pointers to expand your learning journey and get inspired by real-world gRPC services

This perfect gRPC course will help you simplify your APIs and clients. This is not for a total beginner, though; experience with Go is a must and experience with creating/maintaining APIs is a big plus to help you understand what is going on.

All the code files are placed at https://github.com/PacktPublishing/-gRPC-Golang-Master-Class-Build-Modern-API-and-Microservices</p>
        <h2>What You Will Learn</h2><p>&bull; Generate Server & Client Code in Golang using the protoc gRPC plugin<br>&bull; Implement unary, server streaming, client streaming, and the bi-directional streaming API<br>&bull; Practice your learning with exercises and solutions<br>&bull; Implement advanced concepts such as error handling, deadlines, and SSL security<br>&bull; Implement a full CRUD API on top of MongoDB<br>&bull; Get pointers to expand your learning journey and get inspired by real-world gRPC services.</p>
        <h2>Audience</h2><p>Developers who want to understand how to write gRPC services and clients in Golang and architects who want to understand how gRPC works and the concepts behind the different types of API.</p>
        <h2>Approach</h2><p>This course will teach you gRPC [Golang] and explores in depth, via hands-on lectures, all the topics you need to get started with gRPC.</p>
        <h2>Key Features</h2><p>&bull; Learn the gRPC theory to understand how gRPC works * &bull; Compare gRPC and the REST API paradigm * &bull; Write your gRPC service definition in .proto files</p>
        <h2>Github Repo</h2><p>https://github.com/packtpublishing/-grpc-golang-master-class-build-modern-api-and-microservices</p>
        <h2>About the Author</h2><h3>Stéphane Maarek</h3><p>Stéphane Maarek is a solutions architect, consultant, and software developer who has a particular interest in all things related to big data and analytics. He is also a bestseller instructor on Udemy for his courses on Apache Kafka, Apache NiFi, and AWS Lambda. He loves Apache Kafka and regularly contributes to the Apache Kafka project.

Stéphane has also written a guest blog post that was featured on the Confluent website, the company behind Apache Kafka. He is also an AWS Certified Solutions Architect and has many years of experience with technologies such as Apache Kafka, Apache NiFi, Apache Spark, Hadoop, PostgreSQL, Tableau, Spotfire, Docker, Ansible, and more.</p>
        <h2>Course Outline</h2><h4>1. gRPC Course Overview</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. gRPC Introduction</p><p style='margin: 0'>gRPC Course Overview: gRPC Introduction</p></td></tr><tr><td style='padding: 15px;'><p>2. Course Objective</p><p style='margin: 0'>gRPC Course Overview: Course Objective</p></td></tr></tbody></table><br><h4>2. [Theory] gRPC Internals Deep Dive</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Protocol Buffers & Language Interoperability</p><p style='margin: 0'>[Theory] gRPC Internals Deep Dive: Protocol Buffers &amp; Language Interoperability</p></td></tr><tr><td style='padding: 15px;'><p>2. HTTP/2</p><p style='margin: 0'>[Theory] gRPC Internals Deep Dive: HTTP/2</p></td></tr><tr><td style='padding: 15px;'><p>3. 4 Types of gRPC APIs</p><p style='margin: 0'>[Theory] gRPC Internals Deep Dive: 4 Types of gRPC APIs</p></td></tr><tr><td style='padding: 15px;'><p>4. Scalability in gRPC</p><p style='margin: 0'>[Theory] gRPC Internals Deep Dive: Scalability in gRPC</p></td></tr><tr><td style='padding: 15px;'><p>5. Security in gRPC (SSL)</p><p style='margin: 0'>[Theory] gRPC Internals Deep Dive: Security in gRPC (SSL)</p></td></tr><tr><td style='padding: 15px;'><p>6. gRPC vs REST</p><p style='margin: 0'>[Theory] gRPC Internals Deep Dive: gRPC vs REST</p></td></tr><tr><td style='padding: 15px;'><p>7. Section Summary - why use gRPC</p><p style='margin: 0'>[Theory] gRPC Internals Deep Dive: Section Summary - why use gRPC</p></td></tr></tbody></table><br><h4>3. [Hands-On] gRPC Project Overview & Setup</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Go Dependencies Setup</p><p style='margin: 0'>[Hands-On] gRPC Project Overview &amp; Setup: Go Dependencies Setup</p></td></tr><tr><td style='padding: 15px;'><p>2. Code Generation Test</p><p style='margin: 0'>[Hands-On] gRPC Project Overview &amp; Setup: Code Generation Test</p></td></tr><tr><td style='padding: 15px;'><p>3. Server Setup Boilerplate Code</p><p style='margin: 0'>[Hands-On] gRPC Project Overview &amp; Setup: Server Setup Boilerplate Code</p></td></tr><tr><td style='padding: 15px;'><p>4. Client Setup Boilerplate Code</p><p style='margin: 0'>[Hands-On] gRPC Project Overview &amp; Setup: Client Setup Boilerplate Code</p></td></tr></tbody></table><br><h4>4. [Hands-On] gRPC Unary</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. What's a Unary API?</p><p style='margin: 0'>[Hands-On] gRPC Unary: What's a Unary API?</p></td></tr><tr><td style='padding: 15px;'><p>2. Greet API Definition</p><p style='margin: 0'>[Hands-On] gRPC Unary: Grafana + Prometheus: Greet API Definition</p></td></tr><tr><td style='padding: 15px;'><p>3. Unary API Server Implementation</p><p style='margin: 0'>[Hands-On] gRPC Unary: Grafana + Prometheus: Unary API Server Implementation</p></td></tr><tr><td style='padding: 15px;'><p>4. Unary API Client Implementation</p><p style='margin: 0'>[Hands-On] gRPC Unary: Grafana + Prometheus: Unary API Client Implementation</p></td></tr><tr><td style='padding: 15px;'><p>5. [Solution] Sum API</p><p style='margin: 0'>[Hands-On] gRPC Unary: Grafana + Prometheus: [Solution] Sum API</p></td></tr></tbody></table><br><h4>5. [Hands-On] gRPC Server Streaming</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. What's a Server Streaming API?</p><p style='margin: 0'>[Hands-On] gRPC Server Streaming: What's a Server Streaming API?</p></td></tr><tr><td style='padding: 15px;'><p>2. GreetManyTimes API Definition</p><p style='margin: 0'>[Hands-On] gRPC Server Streaming: GreetManyTimes API Definition</p></td></tr><tr><td style='padding: 15px;'><p>3. Server Streaming API Server Implementation</p><p style='margin: 0'>[Hands-On] gRPC Server Streaming: Server Streaming API Server Implementation</p></td></tr><tr><td style='padding: 15px;'><p>4. Server Streaming API Client Implementation</p><p style='margin: 0'>[Hands-On] gRPC Server Streaming: Server Streaming API Client Implementation</p></td></tr><tr><td style='padding: 15px;'><p>5. [Solution] PrimeNumberDecomposition API</p><p style='margin: 0'>[Hands-On] gRPC Server Streaming: [Solution] PrimeNumberDecomposition API</p></td></tr></tbody></table><br><h4>6. [Hands-On] gRPC Client Streaming</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. What's a Client Streaming API?</p><p style='margin: 0'>[Hands-On] gRPC Client Streaming: What's a Client Streaming API?</p></td></tr><tr><td style='padding: 15px;'><p>2. LongGreet API Definition</p><p style='margin: 0'>[Hands-On] gRPC Client Streaming: LongGreet API Definition</p></td></tr><tr><td style='padding: 15px;'><p>3. Client Streaming API Server Implementation</p><p style='margin: 0'>[Hands-On] gRPC Client Streaming: Client Streaming API Server Implementation</p></td></tr><tr><td style='padding: 15px;'><p>4. Client Streaming API Client Implementation</p><p style='margin: 0'>[Hands-On] gRPC Client Streaming: Client Streaming API Client Implementation</p></td></tr><tr><td style='padding: 15px;'><p>5. [Solution] ComputeAverage API</p><p style='margin: 0'>[Hands-On] gRPC Client Streaming: [Solution] ComputeAverage API</p></td></tr></tbody></table><br><h4>7. [Hands-On] gRPC Bi-Directional Streaming</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. What's a Bi-Directional Streaming API?</p><p style='margin: 0'>[Hands-On] gRPC Bi-Directional Streaming: What's a Bi-Directional Streaming API?</p></td></tr><tr><td style='padding: 15px;'><p>2. GreetEveryone API Definition</p><p style='margin: 0'>[Hands-On] gRPC Bi-Directional Streaming: GreetEveryone API Definition</p></td></tr><tr><td style='padding: 15px;'><p>3. Bi-Directional Streaming API Server Implementation</p><p style='margin: 0'>[Hands-On] gRPC Bi-Directional Streaming: Bi-Directional Streaming API Server Implementation</p></td></tr><tr><td style='padding: 15px;'><p>4. Bi-Directional Streaming API Client Implementation</p><p style='margin: 0'>[Hands-On] gRPC Bi-Directional Streaming: Bi-Directional Streaming API Client Implementation</p></td></tr><tr><td style='padding: 15px;'><p>5. [Solution] FindMaximum API</p><p style='margin: 0'>[Hands-On] gRPC Bi-Directional Streaming: [Solution] FindMaximum API</p></td></tr></tbody></table><br><h4>8. [Hands-On] gRPC Advanced Features Deep Dive</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. [Theory] Errors in gRPC</p><p style='margin: 0'>[Hands-On] gRPC Advanced Features Deep Dive: [Theory] Errors in gRPC</p></td></tr><tr><td style='padding: 15px;'><p>2. [Hands-On] Errors implementation</p><p style='margin: 0'>[Hands-On] gRPC Advanced Features Deep Dive: [Hands-On] Errors implementation</p></td></tr><tr><td style='padding: 15px;'><p>3. [Theory] Deadlines</p><p style='margin: 0'>[Hands-On] gRPC Advanced Features Deep Dive: [Theory] Deadlines</p></td></tr><tr><td style='padding: 15px;'><p>4. [Hands-On] Deadlines</p><p style='margin: 0'>[Hands-On] gRPC Advanced Features Deep Dive: [Hands-On] Deadlines</p></td></tr><tr><td style='padding: 15px;'><p>5. [Theory] SSL Security</p><p style='margin: 0'>[Hands-On] gRPC Advanced Features Deep Dive: [Theory] SSL Security</p></td></tr><tr><td style='padding: 15px;'><p>6. [Hands-On] SSL Security</p><p style='margin: 0'>[Hands-On] gRPC Advanced Features Deep Dive: [Hands-On] SSL Security</p></td></tr><tr><td style='padding: 15px;'><p>7. [Demo] Language Interoperability</p><p style='margin: 0'>[Hands-On] gRPC Advanced Features Deep Dive: [Demo] Language Interoperability</p></td></tr><tr><td style='padding: 15px;'><p>8. gRPC Reflection & Evans CLI</p><p style='margin: 0'>[Hands-On] gRPC Advanced Features Deep Dive: gRPC Reflection &amp; Evans CLI</p></td></tr></tbody></table><br><h4>9. [Hands-On] CRUD API with MongoDB</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Install MongoDB</p><p style='margin: 0'>[Hands-On] CRUD API with MongoDB: Install MongoDB</p></td></tr><tr><td style='padding: 15px;'><p>2. Install MongoDB UI - Robo 3T</p><p style='margin: 0'>[Hands-On] CRUD API with MongoDB: Install MongoDB UI - Robo 3T</p></td></tr><tr><td style='padding: 15px;'><p>3. Blog Service Golang Setup</p><p style='margin: 0'>[Hands-On] CRUD API with MongoDB: Blog Service Golang Setup</p></td></tr><tr><td style='padding: 15px;'><p>4. MongoDB Driver Golang Setup</p><p style='margin: 0'>[Hands-On] CRUD API with MongoDB: MongoDB Driver Golang Setup</p></td></tr><tr><td style='padding: 15px;'><p>5. CreateBlog Server</p><p style='margin: 0'>[Hands-On] CRUD API with MongoDB: CreateBlog Server</p></td></tr><tr><td style='padding: 15px;'><p>6. CreateBlog Client</p><p style='margin: 0'>[Hands-On] CRUD API with MongoDB: CreateBlog Client</p></td></tr><tr><td style='padding: 15px;'><p>7. ReadBlog Server</p><p style='margin: 0'>[Hands-On] CRUD API with MongoDB: ReadBlog Server</p></td></tr><tr><td style='padding: 15px;'><p>8. ReadBlog Client</p><p style='margin: 0'>[Hands-On] CRUD API with MongoDB: ReadBlog Client</p></td></tr><tr><td style='padding: 15px;'><p>9. UpdateBlog Server</p><p style='margin: 0'>[Hands-On] CRUD API with MongoDB: UpdateBlog Server</p></td></tr><tr><td style='padding: 15px;'><p>10. UpdateBlog Client</p><p style='margin: 0'>[Hands-On] CRUD API with MongoDB: UpdateBlog Client</p></td></tr><tr><td style='padding: 15px;'><p>11. DeleteBlog Server</p><p style='margin: 0'>[Hands-On] CRUD API with MongoDB: DeleteBlog Server</p></td></tr><tr><td style='padding: 15px;'><p>12. DeleteBlog Client</p><p style='margin: 0'>[Hands-On] CRUD API with MongoDB: DeleteBlog Client</p></td></tr><tr><td style='padding: 15px;'><p>13. ListBlog Server</p><p style='margin: 0'>[Hands-On] CRUD API with MongoDB: ListBlog Server</p></td></tr><tr><td style='padding: 15px;'><p>14. ListBlog Client</p><p style='margin: 0'>[Hands-On] CRUD API with MongoDB: ListBlog Client</p></td></tr><tr><td style='padding: 15px;'><p>15. Evans CLI test with CRUD</p><p style='margin: 0'>[Hands-On] CRUD API with MongoDB: Evans CLI test with CRUD</p></td></tr></tbody></table><br><h4>10. Next Steps</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. gRPC Services in the Real Word</p><p style='margin: 0'>Next Steps: gRPC Services in the Real Word</p></td></tr><tr><td style='padding: 15px;'><p>2. Congrats & Next Steps</p><p style='margin: 0'>Next Steps: Congrats &amp; Next Steps</p></td></tr></tbody></table>

Microservices

Better than REST APIs! Build a fast and scalable HTTP/2 API for a Go microservice with gRPC and protocol buffers (protobufs)

gRPC [Golang] Master Class: Build Modern API and Microservices

<div id="course-pills-1">Duration<p>4 Days</p><p>24 CPD hours</p>This course is intended for<p></p><p>Software engineers concerned with building, managing and deploying AI solutions that leverage Azure AI Services, Azure AI Search, and Azure OpenAI. They are familiar with C# or Python and have knowledge on using REST-based APIs to build computer vision, language analysis, knowledge mining, intelligent search, and generative AI solutions on Azure.</p><p></p><p></p><p>AI-102 Designing and Implementing an Azure AI Solution is intended for software developers wanting to build AI infused applications that leverage?Azure AI Services,?Azure AI Search, and?Azure OpenAI. The course will use C# or Python as the programming language.</p><p></p>Prerequisites<p>Before attending this course, students must have:  </p><li>Knowledge of Microsoft Azure and ability to navigate the Azure portal  </li><li>Knowledge of either C# or Python  </li><li>Familiarity with JSON and REST programming semantics  <br />  Recommended course prerequisites  </li><li>AI-900T00: Microsoft Azure AI Fundamentals course<p></p></li></div><div id="course-pills-2"><h3>1 - Prepare to develop AI solutions on Azure</h3> <ul> <li>Define artificial intelligence</li> <li>Understand AI-related terms</li> <li>Understand considerations for AI Engineers</li> <li>Understand considerations for responsible AI</li> <li>Understand capabilities of Azure Machine Learning</li> <li>Understand capabilities of Azure AI Services</li> <li>Understand capabilities of the Azure Bot Service</li> <li>Understand capabilities of Azure Cognitive Search</li> </ul> <h3>2 - Create and consume Azure AI services</h3> <ul> <li>Provision an Azure AI services resource</li> <li>Identify endpoints and keys</li> <li>Use a REST API</li> <li>Use an SDK</li> </ul> <h3>3 - Secure Azure AI services</h3> <ul> <li>Consider authentication</li> <li>Implement network security</li> </ul> <h3>4 - Monitor Azure AI services</h3> <ul> <li>Monitor cost</li> <li>Create alerts</li> <li>View metrics</li> <li>Manage diagnostic logging</li> </ul> <h3>5 - Deploy Azure AI services in containers</h3> <ul> <li>Understand containers</li> <li>Use Azure AI services containers</li> </ul> <h3>6 - Analyze images</h3> <ul> <li>Provision an Azure AI Vision resource</li> <li>Analyze an image</li> <li>Generate a smart-cropped thumbnail</li> </ul> <h3>7 - Classify images</h3> <ul> <li>Provision Azure resources for Azure AI Custom Vision</li> <li>Understand image classification</li> <li>Train an image classifier</li> </ul> <h3>8 - Detect, analyze, and recognize faces</h3> <ul> <li>Identify options for face detection analysis and identification</li> <li>Understand considerations for face analysis</li> <li>Detect faces with the Azure AI Vision service</li> <li>Understand capabilities of the face service</li> <li>Compare and match detected faces</li> <li>Implement facial recognition</li> </ul> <h3>9 - Read Text in images and documents with the Azure AI Vision Service</h3> <ul> <li>Explore Azure AI Vision options for reading text</li> <li>Use the Read API</li> </ul> <h3>10 - Analyze video</h3> <ul> <li>Understand Azure Video Indexer capabilities</li> <li>Extract custom insights</li> <li>Use Video Analyzer widgets and APIs</li> </ul> <h3>11 - Analyze text with Azure AI Language</h3> <ul> <li>Provision an Azure AI Language resource</li> <li>Detect language</li> <li>Extract key phrases</li> <li>Analyze sentiment</li> <li>Extract entities</li> <li>Extract linked entities</li> </ul> <h3>12 - Build a question answering solution</h3> <ul> <li>Understand question answering</li> <li>Compare question answering to Azure AI Language understanding</li> <li>Create a knowledge base</li> <li>Implement multi-turn conversation</li> <li>Test and publish a knowledge base</li> <li>Use a knowledge base</li> <li>Improve question answering performance</li> </ul> <h3>13 - Build a conversational language understanding model</h3> <ul> <li>Understand prebuilt capabilities of the Azure AI Language service</li> <li>Understand resources for building a conversational language understanding model</li> <li>Define intents, utterances, and entities</li> <li>Use patterns to differentiate similar utterances</li> <li>Use pre-built entity components</li> <li>Train, test, publish, and review a conversational language understanding model</li> </ul> <h3>14 - Create a custom text classification solution</h3> <ul> <li>Understand types of classification projects</li> <li>Understand how to build text classification projects</li> </ul> <h3>15 - Create a custom named entity extraction solution</h3> <ul> <li>Understand custom named entity recognition</li> <li>Label your data</li> <li>Train and evaluate your model</li> </ul> <h3>16 - Translate text with Azure AI Translator service</h3> <ul> <li>Provision an Azure AI Translator resource</li> <li>Specify translation options</li> <li>Define custom translations</li> </ul> <h3>17 - Create speech-enabled apps with Azure AI services</h3> <ul> <li>Provision an Azure resource for speech</li> <li>Use the Azure AI Speech to Text API</li> <li>Use the text to speech API</li> <li>Configure audio format and voices</li> <li>Use Speech Synthesis Markup Language</li> </ul> <h3>18 - Translate speech with the Azure AI Speech service</h3> <ul> <li>Provision an Azure resource for speech translation</li> <li>Translate speech to text</li> <li>Synthesize translations</li> </ul> <h3>19 - Create an Azure AI Search solution</h3> <ul> <li>Manage capacity</li> <li>Understand search components</li> <li>Understand the indexing process</li> <li>Search an index</li> <li>Apply filtering and sorting</li> <li>Enhance the index</li> </ul> <h3>20 - Create a custom skill for Azure AI Search</h3> <ul> <li>Create a custom skill</li> <li>Add a custom skill to a skillset</li> </ul> <h3>21 - Create a knowledge store with Azure AI Search</h3> <ul> <li>Define projections</li> <li>Define a knowledge store</li> </ul> <h3>22 - Plan an Azure AI Document Intelligence solution</h3> <ul> <li>Understand AI Document Intelligence</li> <li>Plan Azure AI Document Intelligence resources</li> <li>Choose a model type</li> </ul> <h3>23 - Use prebuilt Azure AI Document Intelligence models</h3> <ul> <li>Understand prebuilt models</li> <li>Use the General Document, Read, and Layout models</li> <li>Use financial, ID, and tax models</li> </ul> <h3>24 - Extract data from forms with Azure Document Intelligence</h3> <ul> <li>What is Azure Document Intelligence?</li> <li>Get started with Azure Document Intelligence</li> <li>Train custom models</li> <li>Use Azure Document Intelligence models</li> <li>Use the Azure Document Intelligence Studio</li> </ul> <h3>25 - Get started with Azure OpenAI Service</h3> <ul> <li>Access Azure OpenAI Service</li> <li>Use Azure OpenAI Studio</li> <li>Explore types of generative AI models</li> <li>Deploy generative AI models</li> <li>Use prompts to get completions from models</li> <li>Test models in Azure OpenAI Studio's playgrounds</li> </ul> <h3>26 - Build natural language solutions with Azure OpenAI Service</h3> <ul> <li>Integrate Azure OpenAI into your app</li> <li>Use Azure OpenAI REST API</li> <li>Use Azure OpenAI SDK</li> </ul> <h3>27 - Apply prompt engineering with Azure OpenAI Service</h3> <ul> <li>Understand prompt engineering</li> <li>Write more effective prompts</li> <li>Provide context to improve accuracy</li> </ul> <h3>28 - Generate code with Azure OpenAI Service</h3> <ul> <li>Construct code from natural language</li> <li>Complete code and assist the development process</li> <li>Fix bugs and improve your code</li> </ul> <h3>29 - Generate images with Azure OpenAI Service</h3> <ul> <li>What is DALL-E?</li> <li>Explore DALL-E in Azure OpenAI Studio</li> <li>Use the Azure OpenAI REST API to consume DALL-E models</li> </ul> <h3>30 - Use your own data with Azure OpenAI Service</h3> <ul> <li>Understand how to use your own data</li> <li>Add your own data source</li> <li>Chat with your model using your own data</li> </ul> <h3>31 - Fundamentals of Responsible Generative AI</h3> <ul> <li>Plan a responsible generative AI solution</li> <li>Identify potential harms</li> <li>Measure potential harms</li> <li>Mitigate potential harms</li> <li>Operate a responsible generative AI solution</li> </ul></div>

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