Name: Python Programming for Non-Programmers Level 3 & 5 at QLS
Price: 139 GBP
Availability: InStock

<p><strong>***24 Hour Limited Time Flash Sale***<br /><br /></strong><strong> Learn C++ Admission Gifts <br /><br /></strong><strong> FREE PDF &amp; Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter</strong></p><p>Are you a professional feeling stuck in your career, struggling to keep up with the ever-changing demands of the industry? Or perhaps you're a beginner, unsure of where to start or how to break into your desired field. Whichever stage you're in, our exclusive Learn C++ from Scratch: The Complete Coding Guide Bundle provides unique insights and tools that can help you achieve your goals.</p><p>Designed to cater to the needs of both seasoned professionals and aspiring newcomers, our Learn C++ from Scratch: The Complete Coding Guide bundle is a comprehensive program that will equip you with the essential skills and knowledge you need to succeed. Whether you're looking to advance in your current role or embark on a new career journey, this bundle has everything you need to take your professional life to the next level.</p><p><strong>But that's not all. When you enrol in Learn C++ from Scratch: The Complete Coding Guide Online Training, you'll receive 30 CPD-Accredited PDF Certificates, Hard Copy Certificates, and our exclusive student ID card, all absolutely free.</strong></p><p><strong>Courses Are Included In this Learn C++ from Scratch: The Complete Coding Guide Career Bundle:</strong></p><ul><li><strong>Course 01: </strong>C++ Development: The Complete Coding Guide</li><li><strong>Course 02: </strong>Basic C# Coding</li><li><strong>Course 03: </strong>Computer Vision: C++ and OpenCV with GPU support</li><li><strong>Course 04: </strong>Python Basic Programming for Absolute Beginners</li><li><strong>Course 05: </strong>Python Programming for Everybody</li><li><strong>Course 06: </strong>Intermediate Python Coding</li><li><strong>Course 07: </strong>Higher Order Functions in Python - Level 03</li><li><strong>Course 08: </strong>Javascript Programming for Beginners</li><li><strong>Course 09: </strong>JavaScript Masterclass: ES6 Modern Development</li><li><strong>Course 10: </strong>JavaScript Foundations for Everyone</li><li><strong>Course 11: </strong>Basic Asynchronous JavaScript</li><li><strong>Course 12: </strong>SQL NoSQL Big Data and Hadoop</li><li><strong>Course 13: </strong>Level-3 Machine Learning Course with Python</li><li><strong>Course 14: </strong>Data Analytics with Tableau</li><li><strong>Course 15: </strong>R Programming for Data Science</li><li><strong>Course 16: </strong>JavaScript Functions</li><li><strong>Course 17: </strong>Introduction to Data Analysis</li><li><strong>Course 18: </strong>SQL Programming Masterclass</li><li><strong>Course 19: </strong>Complete Google Analytics Course</li><li><strong>Course 20: </strong>JavaScript Promises</li><li><strong>Course 21: </strong>jQuery Masterclass Course: JavaScript and AJAX Coding Bible</li><li><strong>Course 22: </strong>Quick Data Science Approach from Scratch</li><li><strong>Course 23: </strong>Microsoft SQL Server Development for Everyone</li><li><strong>Course 24: </strong>Learn to Use Python for Spatial Analysis in ArcGIS</li><li><strong>Course 25: </strong>Data Science with Python</li><li><strong>Course 26: </strong>C++ Coding Masterclass</li><li><strong>Course 27: </strong>C++ Programming for Absolute Beginners</li><li><strong>Course 28: </strong>Game Development using Cocos2d-x v3 C++</li><li><strong>Course 29: </strong>Tic-Tac-Toe Clone - The Complete SFML C++ Game Course</li><li><strong>Course 30: </strong>Computer Vision by Using C++ and OpenCV</li></ul><p>With Learn C++ from Scratch: The Complete Coding Guide, you'll embark on an immersive learning experience that combines interactive lessons with voice-over audio, ensuring that you can learn from anywhere in the world, at your own pace. And with 24/7 tutor support, you'll never feel alone in your journey, whether you're a seasoned professional or a beginner.</p><p>Don't let this opportunity pass you by. Enrol in Learn C++ from Scratch: The Complete Coding Guide today and take the first step towards achieving your goals and dreams.</p><p><strong>Why buy this Learn C++ from Scratch: The Complete Coding Guide?</strong></p><ul><li><strong>Free CPD Accredited Certificate</strong> upon completion of Learn C++ from Scratch: The Complete Coding Guide</li><li>Get <strong>a free student ID card</strong> with Learn C++ from Scratch: The Complete Coding Guide</li><li><strong>Lifetime access</strong> to the Learn C++ from Scratch: The Complete Coding Guide course materials</li><li>Get instant access to this Learn C++ from Scratch: The Complete Coding Guide course</li><li>Learn Learn C++ from Scratch: The Complete Coding Guide from anywhere in the world</li><li>24/7 tutor support with the Learn C++ from Scratch: The Complete Coding Guide course.</li></ul> <p><strong>Start your learning journey straightaway!</strong></p><p>Learn C++ from Scratch: The Complete Coding Guide premium bundle consists of 30 precisely chosen courses on a wide range of topics essential for anyone looking to excel in this field. Each segment of Learn C++ from Scratch: The Complete Coding Guide is meticulously designed to maximise learning and engagement, blending interactive content and audio-visual modules for a truly immersive experience.</p><p><strong>Certification</strong></p><p>You have to complete the assignment given at the end of the Learn C++ from Scratch: The Complete Coding Guide course. After passing the Learn C++ from Scratch: The Complete Coding Guide exam You will be entitled to claim a PDF &amp; Hardcopy certificate accredited by CPD Quality standards completely free.</p> <h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        300 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div> <h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <p>This bundle is ideal for:</p><ul><li>Students seeking mastery in this field</li><li>Professionals seeking to enhance their skills</li><li>Anyone who is passionate about this topic</li></ul>
                        </div> <h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>This <strong>Learn C++ from Scratch: The Complete Coding Guide</strong> doesn't require prior experience and is suitable for diverse learners.</p>
                        </div> <h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>This <strong>Learn C++ from Scratch: The Complete Coding Guide</strong> bundle will allow you to kickstart or take your career in the related sector to the next stage.</p>
                        </div> <h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>CPD Accredited Digital certificate</h4>
        <p>
            Digital certificate -
            Included
        </p>
        <h4>CPD Accredited Hard copy certificate</h4>
        <p>
            Hard copy certificate -
            Included
        </p>
            <div><p>If you are an <strong>international student</strong>, then you have to pay an additional <strong>10 GBP</strong> for each certificate as an international delivery charge.</p></div>

                        </div>

Academy for Health and Fitness

Online Course Marketing

Online Course Creation

Certificate in Teaching Program (CTP)

Trainers Course

Learn C++ from Scratch: The Complete Coding Guide - CPD Certified

General Admission

<p><strong>***24 Hour Limited Time Flash Sale***<br /><br /></strong><strong> Software and Web Development Admission Gifts <br /><br /></strong><strong> FREE PDF &amp; Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter</strong></p><p>How about launching your software engineering or web development career through comprehensive training across today's most in-demand programming languages? As technology reshapes industries across the UK, skilled coders are in short supply, with over <strong>300,000 developer roles needed by 2025. </strong>This Software and Web Development bundle equips you with the skills to join this exciting field, whether you're a complete beginner or looking to upskill.</p><p>Designed to cater to the needs of both seasoned professionals and aspiring newcomers, our Software and Web Development bundle is a comprehensive program that will equip you with the essential skills and knowledge you need to succeed. Whether you're looking to advance in your current role or embark on a new career journey, this bundle has everything you need to take your professional life to the next level.</p><p><strong>But that's not all. When you enrol in Software and Web Development Online Training, you'll receive 30 CPD-Accredited PDF Certificates, Hard Copy Certificates, and our exclusive student ID card, all absolutely free.</strong></p><p><strong>Courses Are Included In this Software and Web Development Career Bundle:</strong></p><ul><li><strong>Course 01: </strong>C++ Development: The Complete Coding Guide</li><li><strong>Course 02: </strong>Basic C# Coding</li><li><strong>Course 03: </strong>Computer Vision: C++ and OpenCV with GPU support</li><li><strong>Course 04: </strong>Python Basic Programming for Absolute Beginners</li><li><strong>Course 05: </strong>Python Programming for Everybody</li><li><strong>Course 06: </strong>Data Science with Python</li><li><strong>Course 07: </strong>Need Another ONE COURSE</li><li><strong>Course 08: </strong>Basic Asynchronous JavaScript</li><li><strong>Course 09: </strong>JavaScript Promises</li><li><strong>Course 10: </strong>Learn to Use Python for Spatial Analysis in ArcGIS</li><li><strong>Course 11: </strong>Higher Order Functions in Python - Level 03</li><li><strong>Course 12: </strong>Javascript Programming for Beginners</li><li><strong>Course 13: </strong>Microsoft Excel: Automated Dashboard Using Advanced Formula, VBA, Power Query</li><li><strong>Course 14: </strong>SQL Programming Masterclass</li><li><strong>Course 15: </strong>jQuery Masterclass Course: JavaScript and AJAX Coding Bible</li><li><strong>Course 16: </strong>SQL NoSQL Big Data and Hadoop</li><li><strong>Course 17: </strong>Root Cause Analysis</li><li><strong>Course 18: </strong>Business Intelligence and Data Mining Masterclass</li><li><strong>Course 19: </strong>JavaScript Foundations for Everyone</li><li><strong>Course 20: </strong>Microsoft SQL Server Development for Everyone</li><li><strong>Course 21: </strong>R Programming for Data Science</li><li><strong>Course 22: </strong>Data Analytics with Tableau</li><li><strong>Course 23: </strong>Intermediate Python Coding</li><li><strong>Course 24: </strong>Google Data Studio: Data Analytics</li><li><strong>Course 25: </strong>Introduction to Data Analysis</li><li><strong>Course 26: </strong>Level-3 Machine Learning Course with Python</li><li><strong>Course 27: </strong>Complete Google Analytics Course</li><li><strong>Course 28: </strong>JavaScript Functions</li><li><strong>Course 29: </strong>Quick Data Science Approach from Scratch</li><li><strong>Course 30: </strong>JavaScript Masterclass: ES6 Modern Development</li></ul><p>With Software and Web Development, you'll embark on an immersive learning experience that combines interactive lessons with voice-over audio, ensuring that you can learn from anywhere in the world, at your own pace.</p><p><strong>Learning Outcomes</strong></p><ul><li>Build robust applications and analyse data with confidence.</li><li>Uncover the secrets of image processing and analysis.</li><li>Craft interactive web experiences with JavaScript frameworks.</li><li>Utilise SQL and Python for data manipulation and visualisation.</li><li>Create dynamic dashboards with Excel formulas and VBA.</li><li>Understand the world of SQL, NoSQL, and Hadoop.</li></ul><p>Enrol in Software and Web Development today and take the first step towards achieving your goals and dreams.</p><p><strong>Why buy this Bundle?</strong></p><ul><li><strong>Free CPD Accredited Certificate</strong> upon completion of Software and Web Development</li><li>Get <strong>a free student ID card</strong> with Software and Web Development</li><li><strong>Lifetime access</strong> to the Software and Web Development course materials</li><li>Get instant access to this Software and Web Development course</li><li>Learn Software and Web Development from anywhere in the world</li><li>24/7 tutor support with the Software and Web Development course.</li></ul> <p><strong>Start your learning journey straightaway with our Software and Web Development Training!</strong></p><p>The software and Web Development premium bundle consists of 30 precisely chosen courses on a wide range of topics essential for anyone looking to excel in this field. Each segment of Software and Web Development is meticulously designed to maximise learning and engagement, blending interactive content and audio-visual modules for a truly immersive experience.</p><p><strong>Certification</strong></p><p>You have to complete the assignment given at the end of the Software and Web Development course. After passing the Software and Web Development exam You will be entitled to claim a PDF &amp; Hardcopy certificate accredited by CPD Quality standards completely free.</p> <h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        300 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div> <h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <p>This Software and Web Development course is ideal for:</p><ul><li>Students seeking mastery in Software and Web Development</li><li>Professionals seeking to enhance Software and Web Development skills</li><li>Individuals looking for a Software and Web Development-related career.</li><li>Anyone passionate about Software and Web Development</li></ul>
                        </div> <h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>This Software and Web Development doesn't require prior experience and is suitable for diverse learners.</p>
                        </div> <h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>This Software and Web Development bundle will allow you to kickstart or take your career in the related sector to the next stage.</p><ul><li>Software developer</li><li>Web developer</li><li>Data scientist</li><li>Database admin</li><li>Business analyst</li></ul>
                        </div> <h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>CPD Accredited Digital certificate</h4>
        <p>
            Digital certificate -
            Included
        </p>
        <h4>CPD Accredited Hard copy certificate</h4>
        <p>
            Hard copy certificate -
            Included
        </p>
            <div><p>If you are an <strong>international student</strong>, then you have to pay an additional <strong>10 GBP</strong> for each certificate as an international delivery charge.</p></div>

                        </div>

Learning & Development

Computing & Software Development Tools

Software Development

Continuous Professional Development (CPD)

Software and Web Development (Online) - CPD Accredited

<h2>Description</h2><p><span><strong>Professional Proofreading And Copy Editing Diploma</strong></span></p><p><span>In today's fast-paced digital age, where content gets created every second, the importance of accurate, error-free writing becomes paramount. The Professional Proofreading And Copy Editing Diploma is an online course designed to equip participants with the skills needed to ensure that every piece of writing meets high standards of clarity, coherence, and correctness.</span></p><p><span>The course begins with an introduction to the fundamentals of proofreading and editing. Participants learn the difference between these two critical processes and understand the roles they play in the production of high-quality content. The Art of Proofreading section further delves into the intricate details of spotting errors, inconsistencies, and discrepancies in written content, ensuring that the final output is polished and perfect.</span></p><p><span>On the other hand, The Science of Editing focuses on restructuring and refining content to make it more reader-friendly and engaging. Editing isn't just about correcting mistakes but also involves enhancing the flow, structure, and tone of a document.</span></p><p><span>As the world goes digital, so does the content. Proofreading and Editing Digital Content sheds light on the nuances of handling online material. From blog posts to e-books, this segment guides participants on how to maintain the integrity of digital content, ensuring it's free from errors and compelling for the readers.</span></p><p><span>Those who aspire to build a rewarding career in this domain will find the Building a Career in Proofreading and Editing section particularly beneficial. It offers insights into the professional world of proofreading and editing, providing valuable tips on networking, building a portfolio, and setting up a successful freelance business.</span></p><p><span>Mastering Proofreading Techniques and Developing Your Editing Skills are comprehensive modules that go beyond the basics. Participants are taught advanced techniques, strategies, and tools to become adept proofreaders and editors. They will learn to tackle complex documents, ensuring that the language, style, and format align perfectly with the intended message and audience.</span></p><p><span>However, not all written content is the same. Proofreading and Editing for Different Genres teaches participants the distinct approaches required for various types of writing. Whether it's fiction, academic articles, business reports, or journalistic pieces, this section provides the expertise to handle diverse genres with ease.</span></p><p><span>In the field of proofreading and editing, it's essential to be aware of the legal and ethical considerations. The module on Legal and Ethical Considerations in Proofreading and Editing ensures participants have a firm grasp on issues like copyright, plagiarism, confidentiality, and more. It's vital knowledge for anyone serious about upholding the standards and ethics of the profession.</span></p><p><span>Lastly, The Future of Proofreading and Editing looks ahead, exploring the evolving landscape of this domain. With the rise of AI and machine learning, how will the roles of proofreaders and editors change? This section provides a futuristic perspective, preparing participants for the challenges and opportunities that lie ahead.</span></p><p><span>To sum up, the Professional Proofreading And Copy Editing Diploma is a comprehensive online course designed for those keen on mastering the art and science of proofreading and editing. Whether you're a beginner or an experienced professional looking to hone your skills, this course promises to be a valuable asset in your learning journey. Equip yourself with the expertise to ensure every piece of writing shines with perfection. Enrol today and embark on a rewarding career in the world of professional proofreading and editing.</span></p><p><span><strong>What you will learn</strong></span></p><p><span><strong>1</strong>: Introduction to Proofreading and Editing </span><br />
<span><strong>2</strong>: The Art of Proofreading </span><br />
<span><strong>3</strong>: The Science of Editing </span><br />
<span><strong>4</strong>: Proofreading and Editing Digital Content </span><br />
<span><strong>5</strong>: Building a Career in Proofreading and Editing </span><br />
<span><strong>6</strong>: Mastering Proofreading Techniques </span><br />
<span><strong>7</strong>: Developing Your Editing Skills </span><br />
<span><strong>8:</strong> Proofreading and Editing for Different Genres </span><br />
<span><strong>9</strong>: Legal and Ethical Considerations in Proofreading and Editing </span><br />
<span><strong>10</strong>: The Future of Proofreading and Editing </span></p><h4>Course Outcomes</h4><p>
After completing the course, you will receive a diploma certificate and an academic transcript from Elearn college.</p><h4>Assessment</h4><p>
Each unit concludes with a multiple-choice examination. This exercise will help you recall the major aspects covered in the unit and help you ensure that you have not missed anything important in the unit. The results are readily available, which will help you see your mistakes and look at the topic once again. If the result is satisfactory, it is a green light for you to proceed to the next chapter.</p><h4>Accreditation</h4><p>
Elearn College is a registered Ed-tech company under the UK Register of Learning( Ref No:10062668). After completing a course, you will be able to download the certificate and the transcript of the course from the website. For the learners who require a hard copy of the certificate and transcript, we will post it for them for an additional charge.</p>

Elearncollege

Professional Proofreading And Copy Editing Course

<p>Feeling Stuck in Your Career? The IT Security: CompTIA network+ with SQL -(30 in 1 Bundle)  Bundle is Your Skill-Building Solution. This exceptional collection of <strong>30 premium courses</strong> is designed to encourage growth and improve your career opportunities. Suited to meet different interests and goals, the IT Security: CompTIA network+ with SQL  bundle provides an engaging learning experience, helping you learn skills across various disciplines.</p><p>With IT Security: CompTIA network+ with SQL -(30 in 1 Bundle)  Bundle, you'll have a personalised journey that aligns with your career goals and interests. This comprehensive package helps you confidently tackle new challenges, whether entering a new field or enhancing your existing knowledge. The IT Security: CompTIA network+ with SQL  bundle is your gateway to expanding your career options, increasing job demand, and enhancing your skill set.</p><p>By enrolling in this bundle, you'll receive complimentary PDF certificates for all courses, adding value to your resume at no extra cost. Develop key skills and achieve important progress in your career and personal development. Start your journey today and experience the transformative impact of IT Security: CompTIA network+ with SQL -(30 in 1 Bundle)  bundle on your job life and career growth!</p><p><strong>This IT Security: CompTIA network+ with SQL -(30 in 1 Bundle) Comprises the Following CPD Accredited Courses:</strong></p><ul><li><strong>Course 01</strong>: IT Administration and Networking</li><li><strong>Course 02</strong>: Start an IT Asset Department</li><li><strong>Course 03</strong>: IT Helpdesk Administrator Training</li><li><strong>Course 04</strong>: CompTIA IT Fundamentals ITF+ (FCO-U61)</li><li><strong>Course 05</strong>: CompTIA Network+ Certification (N10-007)</li><li><strong>Course 06</strong>: Information Management</li><li><strong>Course 07</strong>: IT For Recruiters</li><li><strong>Course 08</strong>: The Complete Front-End Web Development Course!</li><li><strong>Course 09</strong>: Data Science &amp; Machine Learning with R from A-Z</li><li><strong>Course 10</strong>: SQL for Data Science, Data Analytics and Data Visualization</li><li><strong>Course 11</strong>: Masterclass Bootstrap 5 Course - Responsive Web Design</li><li><strong>Course 12</strong>: Web Application Penetration Testing Course</li><li><strong>Course 13</strong>: Cloud Computing / CompTIA Cloud+ (CV0-002)</li><li><strong>Course 14</strong>: CompTIA PenTest+ (Ethical Hacking)</li><li><strong>Course 15</strong>: Computer Networks Security from Scratch to Advanced</li><li><strong>Course 16</strong>: Learn Ethical Hacking From A-Z: Beginner To Expert</li><li><strong>Course 17</strong>: SQL Database Basics for Everyone</li><li><strong>Course 18</strong>: GDPR</li><li><strong>Course 19</strong>: Cyber Security Incident Handling and Incident Response</li><li><strong>Course 20</strong>: Digital Product Management</li><li><strong>Course 21</strong>: Career Development Plan Fundamentals</li><li><strong>Course 22</strong>: CV Writing and Job Searching</li><li><strong>Course 23</strong>: Learn to Level Up Your Leadership</li><li><strong>Course 24</strong>: Networking Skills for Personal Success</li><li><strong>Course 25</strong>: Ace Your Presentations: Public Speaking Masterclass</li><li><strong>Course 26</strong>: Learn to Make a Fresh Start in Your Life</li><li><strong>Course 27</strong>: Motivation - Motivating Yourself &amp; Others</li><li><strong>Course 28</strong>: Excel: Top 50 Microsoft Excel Formulas in 50 Minutes!</li><li><strong>Course 29</strong>: Decision-Making and Critical Thinking</li><li><strong>Course 30</strong>: Time Management Training - Online Course</li></ul><p><strong>What will make you stand out?</strong></p><p>Upon completion of this online IT Security: CompTIA network+ with SQL -(30 in 1 Bundle) , you will gain the following:</p><ul><li>CPD QS Accredited Proficiency with this IT Security: CompTIA network+ with SQL  Bundle </li><li>After successfully completing the IT Security: CompTIA network+ with SQL    bundle, you will receive a FREE PDF Certificate from REED as evidence of your newly acquired abilities.</li><li>Lifetime access to the whole collection of learning materials of this IT Security: CompTIA network+ with SQL Bundle</li><li>The online test with immediate results </li><li>You can study and complete the IT Security: CompTIA network+ with SQL bundle at your own pace.</li><li>Study for the IT Security: CompTIA network+ with SQL bundle using any internet-connected device, such as a computer, tablet, or mobile device.</li></ul><p>The IT Security: CompTIA network+ with SQL -(30 in 1 Bundle)  is a premier learning resource, with each course module holding respected CPD accreditation, symbolising exceptional quality. The content is packed with knowledge and is regularly updated to ensure it remains relevant. This bundle offers not just education but a constantly improving learning experience designed to enrich both your personal and professional development.</p><p>Advance the future of learning with IT Security: CompTIA network+ with SQL bundle, a comprehensive, complete collection of 30 courses. Each course in the IT Security: CompTIA network+ with SQL bundle has been handpicked by our experts to provide a broad range of learning opportunities. Together, these modules form an important and well-rounded learning experience.</p><p>Our mission is to deliver high-quality, accessible education for everyone. Whether you are starting your career, switching industries, or enhancing your professional skills, the  IT Security: CompTIA network+ with SQL  bundle offers the flexibility and convenience to learn at your own pace. Make the  IT Security: CompTIA network+ with SQL package your trusted partner in your lifelong learning journey.</p><h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        300 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div><h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <p>The IT Security: CompTIA network+ with SQL -(30 in 1 Bundle)  is perfect for:</p><ul><li>Expand your knowledge and skillset for a fulfilling career with IT Security: CompTIA network+ with SQL    bundle.</li><li>Become a more valuable professional by earning CPD certification and mastering in-demand skills with the IT Security: CompTIA network+ with SQL bundle.</li><li>Discover your passion or explore new career options with the diverse learning opportunities in the IT Security: CompTIA network+ with SQL bundle.</li><li>Learn on your schedule, in the comfort of your home - the IT Security: CompTIA network+ with SQL  bundle offers ultimate flexibility for busy individuals.</li></ul>
                        </div><h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>You are warmly invited to register for this bundle. Please be aware that no formal entry requirements or qualifications are necessary. This curriculum has been crafted to be open to everyone, regardless of previous experience or educational attainment.</p>
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>Gain a wide range of skills across various fields, improve your problem-solving capabilities, and keep current with industry trends. Perfect for those aiming for career advancement, exploring a new professional direction, or pursuing personal growth. Begin your journey with the IT Security: CompTIA network+ with SQL  bundle.</p>
                        </div><h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>CPD Certificates</h4>
        <p>
            Digital certificate -
            Included
        </p>

                        </div>

Compliance Central

Cloud Computing: CompTIA Cloud+ & Cyber Security- 30 CPD Certified Courses!

<p>Feeling Stuck in Your Career? The Cyber Security, CompTIA Security+, Networking &amp; Certified Ethical Hacker (CEH)Bundle is Your Skill-Building Solution. This exceptional collection of <strong>30 premium courses</strong> is designed to encourage growth and improve your career opportunities. Suited to meet different interests and goals, the Cyber Security, CompTIA Security+, Networking &amp; Ethical Hacker bundle provides an engaging learning experience, helping you learn skills across various disciplines.</p><p>With the Cyber Security, CompTIA Security+, Networking &amp; Certified Ethical Hacker (CEH) Bundle, you'll have a personalised journey that aligns with your career goals and interests. This comprehensive package helps you confidently tackle new challenges, whether entering a new field or enhancing your existing knowledge. The Cyber Security, CompTIA Security+, Networking &amp; Ethical Hacker bundle is your gateway to expanding your career options, increasing job demand, and enhancing your skill set.</p><p>By enrolling in this bundle, you'll receive complimentary PDF certificates for all courses, adding value to your resume at no extra cost. Develop key skills and achieve important progress in your career and personal development. Start your journey today and experience the transformative impact of the Cyber Security, CompTIA Security+, Networking &amp; Ethical Hacker bundle on your job life and career growth!</p><p><strong>This Cyber Security, CompTIA Security+, Networking &amp; Certified Ethical Hacker (CEH) </strong><strong>Bundle Comprises the Following CPD Accredited Courses:</strong></p><ul><li><strong>Course 01</strong>: Cyber Security Advanced Training</li><li><strong>Course 02</strong>: CompTIA Security+ (SY0-601)</li><li><strong>Course 03</strong>: AWS Certified Solutions Architect Associate</li><li><strong>Course 04</strong>: CEH - Certified Ethical Hacker</li><li><strong>Course 05</strong>: Security Analyst</li><li><strong>Course 06</strong>: Cloud Computing / CompTIA Cloud+ (CV0-002)</li><li><strong>Course 07</strong>: Cyber Intelligence Officer</li><li><strong>Course 08</strong>: CompTIA CySA+ Cybersecurity Analyst (CS0-002)</li><li><strong>Course 09</strong>: Cyber Security Awareness Training</li><li><strong>Course 10</strong>: Web Application Penetration Testing Course</li><li><strong>Course 11</strong>: Cyber Security Incident Handling and Incident Response</li><li><strong>Course 12</strong>: Digital Forensics for Cyber Professionals</li><li><strong>Course 13</strong>: GDPR</li><li><strong>Course 14</strong>: Cyber Law Online Course</li><li><strong>Course 15</strong>: CompTIA Network+ Certification (N10-007)</li><li><strong>Course 16</strong>: Certified Information Security Manager (CISM)</li><li><strong>Course 17</strong>: Certified Information Systems Security Professional (CISSP)</li><li><strong>Course 18</strong>: CompTIA PenTest+ (Ethical Hacking)</li><li><strong>Course 19</strong>: CompTIA IT Fundamentals ITF+ (FCO-U61)</li><li><strong>Course 20</strong>: Information Management</li><li><strong>Course 21</strong>: Computer Networks Security from Scratch to Advanced</li><li><strong>Course 22</strong>: Data Center Training Essentials: General Introduction</li><li><strong>Course 23</strong>: IT Administration and Networking</li><li><strong>Course 24</strong>: Machine Learning Basics</li><li><strong>Course 25</strong>: SQL Database Basics for Everyone</li><li><strong>Course 26</strong>: Linux Security and Hardening</li><li><strong>Course 27</strong>: Security Management Diploma</li><li><strong>Course 28</strong>: Learn to Make a Fresh Start in Your Life</li><li><strong>Course 29</strong>: Motivation - Motivating Yourself &amp; Others</li><li><strong>Course 30</strong>: Excel: Top 50 Microsoft Excel Formulas in 50 Minutes!</li></ul><p><strong>What will make you stand out?</strong></p><p>Upon completion of this online Cyber Security, CompTIA Security+, Networking &amp; Certified Ethical Hacker (CEH) Bundle, you will gain the following:</p><ul><li>CPD QS Accredited Proficiency with this Cyber Security, CompTIA Security+, Networking &amp; Ethical Hacker bundle</li><li>After successfully completing the Cyber Security, CompTIA Security+, Networking &amp; Ethical Hacker bundle, you will receive a FREE PDF Certificate from REED as evidence of your newly acquired abilities.</li><li>Lifetime access to the whole collection of learning materials of this Cyber Security, CompTIA Security+, Networking &amp; Ethical Hacker bundle</li><li>The online test with immediate results</li><li>You can study and complete the Cyber Security, CompTIA Security+, Networking &amp; Ethical Hacker bundle at your own pace.</li><li>Study for the Cyber Security, CompTIA Security+, Networking &amp; Ethical Hacker bundle using any internet-connected device, such as a computer, tablet, or mobile device.</li></ul><p>The Cyber Security, CompTIA Security+, Networking &amp; Certified Ethical Hacker (CEH) bundle is a premier learning resource, with each course module holding respected CPD accreditation, symbolising exceptional quality. The content is packed with knowledge and is regularly updated to ensure it remains relevant. This bundle offers not just education but a constantly improving learning experience designed to enrich both your personal and professional development.</p><p>Advance the future of learning with the Cyber Security, CompTIA Security+, Networking &amp; Ethical Hacker bundle, a comprehensive, complete collection of 30 courses. Each course in the Cyber Security, CompTIA Security+, Networking &amp; Ethical Hacker bundle has been handpicked by our experts to provide a broad range of learning opportunities. Together, these modules form an important and well-rounded learning experience.</p><p>Our mission is to deliver high-quality, accessible education for everyone. Whether you are starting your career, switching industries, or enhancing your professional skills, the Cyber Security, CompTIA Security+, Networking &amp; Ethical Hacker bundle offers the flexibility and convenience to learn at your own pace. Make the Cyber Security, CompTIA Security+, Networking &amp; Ethical Hacker package your trusted partner in your lifelong learning journey.</p><h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        300 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div><h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <p>The Cyber Security, CompTIA Security+, Networking &amp; Certified Ethical Hacker (CEH) bundle is perfect for:</p><ul><li>Expand your knowledge and skillset for a fulfilling career with the Cyber Security, CompTIA Security+, Networking &amp; Ethical Hacker bundle.</li><li>Earn CPD certification and master in-demand skills with the Cyber Security, CompTIA Security+, Networking, and Ethical Hacker bundle, and become a more valuable professional.</li><li>Discover your passion or explore new career options with the diverse learning opportunities in the Cyber Security, CompTIA Security+, Networking &amp; Ethical Hacker bundle.</li><li>Learn on your schedule, in the comfort of your home - the Cyber Security, CompTIA Security+, Networking &amp; Ethical Hacker bundle offers ultimate flexibility for busy individuals.</li></ul>
                        </div><h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>You are warmly invited to register for this bundle. Please be aware that no formal entry requirements or qualifications are necessary. This curriculum has been crafted to be open to everyone, regardless of previous experience or educational attainment.</p>
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>Gain a wide range of skills across various fields, improve your problem-solving capabilities, and keep current with industry trends. Perfect for those aiming for career advancement, exploring a new professional direction, or pursuing personal growth. Begin your journey with the Cyber Security, CompTIA Security+, Networking &amp; Certified Ethical Hacker (CEH) bundle.</p>
                        </div><h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>CPD Certificates</h4>
        <p>
            Digital certificate -
            Included
        </p>

                        </div>

Cyber Security, CompTIA Security+, Networking & Certified Ethical Hacker (CEH)

<p><strong>*** Software Engineering - Software Development ***</strong></p><p>Welcome to the Ultimate Software Development Online Course Bundle! Whether you're a beginner eager to start your programming adventure or a seasoned developer looking to level up your skills, this bundle is your passport to becoming a software wizard!</p><p>Are you ready to embark on a transformative journey into the world of code and creativity?</p><p>Enrol NOW!!!</p><p>This power-packed <strong>Software Engineering - Software Development </strong>bundle comprises our 19 best-selling software development courses:</p><ul><li>Course 1: How To Startup Your Own SaaS (Software As a Service) Company (SaaS Evolution)</li><li>Course 2: Diploma in Python Programming</li><li>Course 3: The Complete Full-Stack JavaScript Course!</li><li>Course 4: Mastering Java for Beginners &amp; Experts</li><li>Course 5: C++ Programming Certificate Course</li><li>Course 6: HTML and CSS Coding: Beginner to Advanced</li><li>Course 7: Building Web Applications with Django and PostgreSQL</li><li>Course 8: SQL NoSQL Big Data and Hadoop</li><li>Course 9: Advanced Diploma in PHP Web Development with MySQL, GitHub &amp; Heroku</li><li>Course 10: Easy to Advanced Data Structures</li><li>Course 11: Web Application Penetration Testing</li><li>Course 12: Cloud Computing / CompTIA Cloud+ (CV0-002)</li><li>Course 13: Azure Administrator Essentials</li><li>Course 14: Amazon Web Services (AWS)</li><li>Course 15: Cyber Security Advanced Training</li><li>Course 16: Flutter &amp; Dart Development for Building iOS and Android Apps</li><li>Course 17: Project Management</li><li>Course 18: Machine Learning for Apps</li><li>Course 19: Internet of Things</li></ul><p><strong>What's more in this Software Engineering - Software Development Bundle?</strong></p><ul><li><strong>Quality License Scheme (QLS) </strong>endorsed<strong> Certificate of Completion,</strong> recorgnised globally</li><li><strong>CPD QS</strong> accredited <strong>Certificate of Completion,</strong> recorgnised globally</li><li>Dedicated Expert Support</li><li>1735 CPD points</li><li>FREE Assessment on all the Software Engineering - Software Development Bundle Courses</li><li>Lowest Price Guarantee Worldwide</li></ul><p><strong>Software Engineering - Software Development</strong></p><p>From mastering the Software Development fundamentals with Python, JavaScript, and Java to creating stunning web applications using HTML, CSS, and React, this bundle covers it all. You'll dive deep into mobile app development with Flutter and React Native, becoming proficient in both iOS and Android platforms.</p><p>By the end of this course bundle, you'll emerge as a seasoned Software Development professional with a diverse skill set, ready to tackle any digital challenge. Don't miss this opportunity to embark on a transformative journey into the world of software mastery. Enrol today!</p><h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        1735 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div><h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <p><strong>Software Engineering - Software Development</strong></p><p>Are you curious about the ever-evolving world of software development? Do you aspire to become a coding virtuoso or a tech-savvy wizard? If you resonate with any of the following descriptions, then this course is tailor-made for you:</p><ul><li>Beginners in Software Development</li><li>Aspiring Developers</li><li>Career Changers</li><li>Experienced Developers</li><li>Entrepreneurs and Innovators</li><li>Tech Enthusiasts</li><li>Professionals in IT and Tech</li><li>Students and Academics</li><li>Lifelong Learners</li><li>Global Learners</li></ul><p>No matter where you stand on your journey, our "Comprehensive Software Development Mastery Bundle" welcomes you to explore, learn, and master the art of software development. Join us and embark on a transformative learning adventure today!</p>
                        </div><h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>Embarking on a journey of software development mastery is an exciting endeavor, and to help you succeed, we've designed this course bundle with minimal prerequisites. Here are the fundamental requirements:</p><ul><li>Basic Computer Skills</li><li>Internet Access</li><li>A Computer</li><li>Passion and Curiosity</li><li>Determination and Patience</li><li>No Prior Coding Experience Required</li><li>Hardware for Coding</li></ul><p>Remember, everyone starts somewhere, and this course bundle is designed to be accessible to a wide range of learners. It's a fantastic opportunity to embark on a transformative journey into the world of software development, regardless of your current skill level.</p>
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>The world of software development offers a vast and exciting array of career paths, each with its unique challenges and rewards.</p><ul><li>Software Developer/Engineer</li><li>Web Developer</li><li>Mobile App Developer</li><li>Data Scientist/Data Analyst</li><li>DevOps Engineer</li><li>Software Architect</li><li>UX/UI Designer</li><li>Quality Assurance (QA) Engineer</li><li>Cloud Engineer/Cloud Architect</li><li>Game Developer</li><li>Product Manager</li><li>Freelancer/Consultant</li></ul>
                        </div>

One Education

Software Engineering - Software Development Course

<p><strong>Are you interested in advancing your career in database management? Look no further than our comprehensive MySQL: Database Management course!</strong></p><p>Designed to provide you with the skills and knowledge necessary to work as a database administrator, developer, analyst or engineer, this course covers various topics, including database design, implementation, maintenance, SQL programming, and data analysis.</p><p><br />Our hands-on approach to learning will give you practical experience with MySQL database management, preparing you for success in the workforce. With the high demand for skilled database professionals in finance and healthcare industries, our MySQL: Database Management course is an excellent investment in your future.</p><p><strong>This Training package includes:</strong></p><ul><li>MySQL Database Development with an endorsed certificate</li><li>5 additional courses -</li></ul><ul><ol><li>SQL Server for Beginners</li><li>SQL NoSQL Big Data and Hadoop</li><li>The Complete Nodejs MySQL Login System</li><li>Complete Python Machine Learning &amp; Data Science Fundamentals</li><li>Microsoft Access Databases Forms and Reports</li></ol></ul><p>Dedicated tutor support and 24/7 customer support are available to all students with this premium quality MySQL: Database Management bundle.</p><p>This premium online course titled MySQL: Database Management bundle ensures your professional development with endorsement from Quality Licence Scheme in addition to CPD QS accreditation.</p><p>With this training program, success becomes a lot easier, enabling you to monetise your skills. This MySQL: Database Management bundle is designed for both part-time and full-time students and can be completed at a pace that suits your learning style.</p><p><strong>Key Benefits</strong></p><ul><li>Eligibility for CPD QS accredited certificates on successful completion</li><li>Learning materials contain engaging audio-visual elements for your comfort</li><li>Freedom to study at your own pace</li><li>24/7 access to the materials for 12 months</li><li>Full Tutor support on weekdays (Monday - Friday)</li></ul><p><strong>Course Curriculum:</strong></p><p>Here is a curriculum breakdown of the MySQL Database Development:</p><ul><li>Unit 01: Introduction</li><li>Unit 02: Manipulating Tables and Data - CRUD Operations</li><li>Unit 03: Relationships and Foreign Keys</li><li>Unit 04: Aggregate Functions</li></ul><p><strong>How is the MySQL: Database Management bundle assessed?</strong></p><p>To simplify the procedure of evaluation and accreditation for learners, we provide an automated assessment system. Upon completion of an online module, you will immediately be given access to a specifically crafted MCQ test. The results will be evaluated instantly, and the score will be displayed for your perusal. For each test, the pass mark will be set to 60%.</p><p>When all tests have been successfully passed, you will be able to claim a certificate endorsed by the Quality Licence Scheme.</p><p><strong>Certificate of Achievement</strong></p><p><strong>Endorsed Certificate of Achievement from the Quality Licence Scheme</strong></p><p>After successfully completing the MySQL: Database Management bundle, learners will get an endorsed certificate (included with the course) delivered right to their doorstep by post, without paying a single penny! Note that learners residing outside the UK have to pay a £10 postage charge.</p><p><strong>For Additional Courses</strong></p><p>For the Quality Licence Scheme endorsed certificates from the additional courses, you have to pay the fees based on the level of each course:</p><ul><li>Level 1 - £39</li><li>Level 2 - £69</li><li>Level 3 - £79</li><li>Level 4 - £89</li><li>Level 5 - £109</li><li>Level 6 - £119</li><li>Level 7 - £129</li></ul><p><strong>Accredited Certificate</strong></p><p>After successfully completing the courses under this MySQL: Database Management bundle, you will also qualify for CPD QS Accredited Certificates for each of the courses. A certificate is available in PDF format at the cost of £9, or a hard copy can be sent to you via post at £15.</p><h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
                                <div>
                                    <div>
                                        150 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div><h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                            <p>The MySQL: Database Management bundle is ideal for highly motivated individuals who want to enhance their professional skills and train for the job they want!</p>
                        </div><h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>There are no formal entry requirements for the MySQL: Database Management bundle, with enrolment open to anyone!<strong> Anyone and everyone</strong> with a knack for learning can enrol on this course without any hesitation.</p>
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>Studying the MySQL: Database Management bundle is designed to help you get the job of your dreams or even that promotion you've always wanted. Jobs you can explore such as:</p><ul><li>Database Administrator (DBA)</li><li>Database Developer</li><li>Data Analyst</li><li>Database Architect</li><li>MySQL Developer</li><li>Data Engineer</li><li>Business Intelligence Analyst</li><li>Database Manager</li><li>Database Engineer</li><li>Database Consultant</li></ul>
                        </div>

MySQL: Database Management Course

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Have you ever been intrigued by the power behind the most revolutionary software applications? Do you wonder how these applications transform from mere ideas into functional products that ease life&#39;s tasks?</strong> Dive deep into the world of software development with our comprehensive "Software Development Career Track" bundle of <strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">twenty</strong> courses! Within this bundle, you&#39;ll traverse from the fundamentals of Coding with Scratch to advanced JavaScript Python and even delve into Game Development using Unity 3D. Explore the wonders of Web Design, dive into Data Analytics with SQL, and embrace the intricacies of Kotlin, the Android coding bible. There&#39;s no stone left unturned, with courses covering the depths of PHP, the world of AWS SageMaker Canvas, and mastering the essentials of Linux Security. Your software development journey starts here.</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Unlock the future of software development today! Embark on a journey that transforms your curiosity into skills. Don&#39;t just dream, build. Enrol now and shape tomorrow&#39;s digital world!</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Software Development Courses List:</strong></p><ul fr-original-style="" style="box-sizing: border-box;"><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 1: </strong>Coding with Scratch</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 2: </strong>C++ Development: The Complete Coding Guide</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 3: </strong>Basic HTML 5</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 4: </strong>JavaScript Advanced Training</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 5: </strong>Python Advanced Training</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 6: </strong>The Complete SQL from Scratch: Bootcamp</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 7: </strong>Easy to Advanced Data Structures</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 8: </strong>SQL for Data Science, Data Analytics and Data Visualization</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 9: </strong>Learn Web Development from Scratch</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 10: </strong>Web Design for Beginners: Build Websites in HTML &amp; CSS</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 11: </strong>Kotlin Masterclass Programming Course: Android Coding Bible</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 12: </strong>jQuery Masterclass Course: JavaScript and AJAX Coding Bible</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 13: </strong>Secure Programming of Web Applications - Developers and TPMs</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 14: </strong>Developing Game in Unity 3D</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 15: </strong>Game Development using Cocos2d-x v3 C++</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 16: </strong>PHP for Beginners 2023 Guide: Develop an ECommerce Store</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 17: </strong>PHP for Beginners: PDO Crash Course 2021</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 18: </strong>Machine Learning Model Using AWS SageMaker Canvas</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 19: </strong>WordPress Security Mastery</li><li fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Course 20: </strong>Linux Security and Hardening</li></ul><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Learning Outcomes:</strong></p><ul fr-original-style="" style="box-sizing: border-box;"><li fr-original-style="" style="box-sizing: border-box;">Gain a foundational understanding of programming languages like Scratch, C++, HTML5, JavaScript, Python, and Kotlin.</li><li fr-original-style="" style="box-sizing: border-box;">Understand the intricacies of web development and design, ranging from basic website development to e-commerce platform creation.</li><li fr-original-style="" style="box-sizing: border-box;">Delve into data structures, SQL&#39;s utility in data science, analytics, and visualisation.</li><li fr-original-style="" style="box-sizing: border-box;">Master game development techniques using Unity 3D and Cocos2d-x v3 C++.</li><li fr-original-style="" style="box-sizing: border-box;">Acquire knowledge on machine learning with AWS SageMaker Canvas.</li><li fr-original-style="" style="box-sizing: border-box;">Grasp essential security aspects from WordPress protection to Linux hardening.</li></ul><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">This dynamic Software Development Career Track bundle serves as a ladder, guiding you through the steps of software development. Starting with the foundational elements, you&#39;re introduced to Scratch&#39;s simplistic yet effective world, gradually escalating to the dynamic languages like C++ and Kotlin. As you advance, delve into the vibrant realm of web development and design, unlocking the potential to craft and curate seamless websites using HTML &amp; CSS, paired with interactive features facilitated by JavaScript and jQuery.</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Transition from web design to data with courses focusing on SQL&#39;s various applications, be it in straightforward data structures or the vast domains of science, analytics, and visualisation. But software development isn&#39;t just about creating - it&#39;s also about protecting. Hence, our curated content ensures you grasp the nuances of securing digital entities, from WordPress platforms to entire Linux systems. And for those with a passion for animation and virtual worlds, the game development courses promise a thrilling voyage into Unity 3D and Cocos2d-x v3 C++ realms.</p><h2 fr-original-style="" style="box-sizing: border-box;">
        
        <div fr-original-style="" style="box-sizing: border-box;">CPD</div>
    </h2>

                        <div id="cpd" fr-original-style="" style="box-sizing: border-box;">
                            <div fr-original-style="" style="box-sizing: border-box;">
                                <div fr-original-style="" style="box-sizing: border-box;">
                                    <div fr-original-style="" style="box-sizing: border-box;">
                                        220 CPD hours / points
                                    </div>
                                        <div fr-original-style="" style="box-sizing: border-box;">
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div><h2 fr-original-style="" style="box-sizing: border-box;">
        
        <div fr-original-style="" style="box-sizing: border-box;">Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for" fr-original-style="" style="box-sizing: border-box;">
                            <ul fr-original-style="" style="box-sizing: border-box;"><li fr-original-style="" style="box-sizing: border-box;">Aspiring software developers keen on understanding the broader spectrum of the field.</li><li fr-original-style="" style="box-sizing: border-box;">Web designers and developers aiming to expand their skill set.</li><li fr-original-style="" style="box-sizing: border-box;">Data enthusiasts wanting to harness the power of SQL in analytics.</li><li fr-original-style="" style="box-sizing: border-box;">Game developers aspiring to master tools like Unity 3D.</li><li fr-original-style="" style="box-sizing: border-box;">IT professionals keen on deepening their knowledge in security and hardening.</li></ul>
                        </div><h2 fr-original-style="" style="box-sizing: border-box;">
        
        <div fr-original-style="" style="box-sizing: border-box;">Requirements</div>
    </h2>

                        <div id="requirements" fr-original-style="" style="box-sizing: border-box;">
                            <p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Without any formal requirements, you can delightfully enrol in this course.</p>
                        </div><h2 fr-original-style="" style="box-sizing: border-box;">
        
        <div fr-original-style="" style="box-sizing: border-box;">Career path</div>
    </h2>

                        <div id="career_path" fr-original-style="" style="box-sizing: border-box;">
                            <ul fr-original-style="" style="box-sizing: border-box;"><li fr-original-style="" style="box-sizing: border-box;">Software Developer</li><li fr-original-style="" style="box-sizing: border-box;">Web Developer</li><li fr-original-style="" style="box-sizing: border-box;">Data Analyst</li><li fr-original-style="" style="box-sizing: border-box;">Game Developer</li><li fr-original-style="" style="box-sizing: border-box;">Security Specialist</li><li fr-original-style="" style="box-sizing: border-box;">WordPress Developer</li><li fr-original-style="" style="box-sizing: border-box;">Linux System Administrator</li></ul>
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        <div fr-original-style="" style="box-sizing: border-box;">Certificates</div>
    </h2>

                        <div id="optional_extras" fr-original-style="" style="box-sizing: border-box;">
                                    <h4 fr-original-style="" style="box-sizing: border-box;">CPD Certificate Of Completion</h4>
        <p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">
            Digital certificate -
            Included
        </p>
            <div fr-original-style="" style="box-sizing: border-box;"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">20 Digital Certificates Are Included With This Bundle</p></div>
        <h4 fr-original-style="" style="box-sizing: border-box;">CPD Quality Standard Hardcopy Certificate (FREE UK Delivery)</h4>
        <p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">
            Hard copy certificate -
            &pound;9.99
        </p>
            <div fr-original-style="" style="box-sizing: border-box;"><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Hardcopy Transcript: &pound;9.99</p></div>

                        </div>

NextGen Learning

Digital Skills

Software Development Career Track - 20 Courses Bundle

<p>Did you know that Python is one of the most widely used programming languages in the world? In fact, according to a recent survey, Python was ranked as the third most popular programming language in the world, behind only Java and C. That's why learning Python programming can be a smart move for anyone who wants to stay relevant and competitive in the tech industry.</p> <p>If you're a non-programmer looking to learn Python programming, QLS offers a Level 5 course that includes both Levels 3 and 5 curriculum. With this comprehensive course, you'll learn everything from the basics of Python programming to more advanced topics that will help you become proficient in the language. And, since the course is endorsed by Quality Licence Scheme, you can be sure that you're getting a quality education.</p> <p>But that's not all - when you enrol in this Python programming course, you'll also receive five career guided courses for free. These courses cover topics like career development, networking skills, boosting your confidence and self-esteem, CV writing, and stress management. With this comprehensive package, you'll not only learn valuable programming skills but also gain the soft skills you need to succeed in any industry.</p> <p>And the best part? When you complete the Python programming course, you'll receive a <strong>Level 5 Endorsed certificate</strong> hardcopy from Quality Licence Scheme. This certificate will be a valuable addition to your resume and will show employers that you have the skills and knowledge to excel in the tech industry.</p> <p>So why wait? Enrol in QLS's Python Programming for Non-Programmers Level 3 &amp; 5 course today and take the first step towards a brighter future.</p> <p><strong>Learning Outcomes:</strong></p> <ul> <li>Develop a comprehensive understanding of Python programming, including its syntax and basic concepts.</li><li>Apply knowledge of conditional branching and data storage structures, such as tuples, lists and dictionaries, in Python programming.</li><li>Demonstrate proficiency in strings operations, date and time manipulation, and file handling using Python.</li><li>Create user-defined functions and understand their role in efficient programming.</li><li>Explore advanced topics, including importing external/internal libraries, sending emails, and handling exceptions in Python.</li><li>Utilise installation and scheduling techniques in Python programming and gain knowledge of running programs from the command prompt and Jupyter Notebook.</li><li>Develop a thorough understanding of database management using SQLite in Python programming.</li></ul> <p><strong>Please Note: </strong>Imperial Academy is a One Education approved resale partner for Quality Licence Scheme Endorsed courses.</p><p><strong>Diploma in </strong><strong>Python Programming for Non-Programmers Level 3 &amp; 5 at QLS </strong><strong>Description: </strong></p> <p><strong>In Level 3</strong> of QLS's Python Programming for Non-Programmers course, learners will gain a foundational understanding of Python programming, including the syntax and basic concepts. They will learn about conditional branching, data storage structures such as tuples, lists and dictionaries, strings operations, date and time manipulation, file handling and user-defined functions in Python programming. Additionally, they will work on a project that applies the concepts covered in the course, the "Rock Paper and Scissors" game</p> <p><strong>In Level 5</strong> of the course, learners will delve deeper into the intricacies of Python programming. They will learn how to import external/internal libraries, send emails, and handle exceptions in Python. They will also gain knowledge of installation and scheduling techniques, including running programs from the command prompt and Jupyter Notebook. Furthermore, they will learn about database management using SQLite in Python programming. The course will conclude with a summary of the topics covered and their relevance in the tech industry.</p> <p><strong>This bundle comprises the following courses:</strong></p> <p><strong>QLS Endorsed Course:</strong></p> <ul> <li><strong>Course 01:</strong> Diploma in Python Programming at QLS Level 5</li></ul> <p><strong>CPD QS Accredited Courses:</strong></p> <ul> <li><strong>Course 01:</strong> Career Development Plan Fundamentals</li><li><strong>Course 02:</strong> Networking Skills for Personal Success</li><li><strong>Course 03:</strong> Boost Your Confidence and Self-Esteem</li><li><strong>Course 04:</strong> CV Writing and Job Searching</li><li><strong>Course 05:</strong> Learn to Reduce and Manage Stress</li></ul> <p><strong>Certificate</strong></p> <p>In pursuing this QLS-endorsed course, learners attain a profound understanding and amplify their professional prowess, enriching their curriculum vitae.</p> <p>The Quality Licence Scheme stands as a reputable and distinguished endorsement, emblematic of exceptional standards and excellence throughout the UK.</p> <p>Upon completion, learners will receive an Diploma in Python Programming at QLS Level 5 Endorsed hard copy certificate, making it easy for them to showcase their achievements.</p><h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
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                                        15 CPD hours / points
                                    </div>
                                        <div>
                                            Accredited by CPD Quality Standards
                                        </div>
                                </div>
                            </div>
                        </div><h2>
        
        <div>Who is this course for?</div>
    </h2>

                        <div id="who_is_this_course_for">
                             <ul> <li>Individuals who have no prior programming experience and want to learn Python programming.</li><li>Non-programmers who wish to expand their skill set and remain competitive in the tech industry.</li><li>Professionals seeking to improve their data manipulation and analysis skills.</li><li>Students pursuing a career in computer science or data analysis.</li><li>Entrepreneurs who wish to develop their own applications.</li></ul> 
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                             <ul> <li>Python Developer: £25,000 - £70,000 per year.</li><li>Data Analyst: £20,000 - £50,000 per year.</li><li>Software Engineer: £30,000 - £90,000 per year.</li><li>Web Developer: £20,000 - £50,000 per year.</li><li>Business Intelligence Analyst: £25,000 - £60,000 per year.</li><li>Artificial Intelligence Engineer: £45,000 - £100,000 per year.</li><li>Machine Learning Engineer: £50,000 - £120,000 per year.</li></ul> 
                        </div><h2>
        
        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>Certificate of completion</h4>
        <p>
            Hard copy certificate -
            Included
        </p>

                        </div>

Imperial Academy

Level 5 QLS Endorsed Course | Endorsed Certificate Included | Plus 5 Career Guided Courses | CPD Accredited

Python Programming for Non-Programmers Level 3 & 5 at QLS

<div id="course-pills-1">Duration<p>1 Days</p><p>6 CPD hours</p>This course is intended for<p></p><p>The Azure AI Fundamentals course is designed for anyone interested in learning about the types of solution artificial intelligence (AI) makes possible, and the services on Microsoft Azure that you can use to create them. You don?t need to have any experience of using Microsoft Azure before taking this course, but a basic level of familiarity with computer technology and the Internet is assumed. Some of the concepts covered in the course require a basic understanding of mathematics, such as the ability to interpret charts. The course includes hands-on activities that involve working with data and running code, so a knowledge of fundamental programming principles will be helpful.</p><p></p><p></p><p>This course introduces fundamentals concepts related to artificial intelligence (AI), and the services in Microsoft Azure that can be used to create AI solutions. The course is not designed to teach students to become professional data scientists or software developers, but rather to build awareness of common AI workloads and the ability to identify Azure services to support them. </p><p></p>Prerequisites<p>Prerequisite certification is not required before taking this course. Successful Azure AI Fundamental students start with some basic awareness of computing and internet concepts, and an interest in using Azure AI services.   Specifically:  </p><ul> <li>Experience using computers and the internet.</li> <li>Interest in use cases for AI applications and machine learning models. </li> <li>A willingness to learn through hands-on exp...</li><p></p></ul></div><div id="course-pills-2"><h3>1 - Fundamental AI Concepts</h3> <ul> <li>Understand machine learning</li> <li>Understand computer vision</li> <li>Understand natural language processing</li> <li>Understand document intelligence and knowledge mining</li> <li>Understand generative AI</li> <li>Challenges and risks with AI</li> <li>Understand Responsible AI</li> </ul> <h3>2 - Fundamentals of machine learning</h3> <ul> <li>What is machine learning?</li> <li>Types of machine learning</li> <li>Regression</li> <li>Binary classification</li> <li>Multiclass classification</li> <li>Clustering</li> <li>Deep learning</li> <li>Azure Machine Learning</li> </ul> <h3>3 - Fundamentals of Azure AI services</h3> <ul> <li>AI services on the Azure platform</li> <li>Create Azure AI service resources</li> <li>Use Azure AI services</li> <li>Understand authentication for Azure AI services</li> </ul> <h3>4 - Fundamentals of Computer Vision</h3> <ul> <li>Images and image processing</li> <li>Machine learning for computer vision</li> <li>Azure AI Vision</li> </ul> <h3>5 - Fundamentals of Facial Recognition</h3> <ul> <li>Understand Face analysis</li> <li>Get started with Face analysis on Azure</li> </ul> <h3>6 - Fundamentals of optical character recognition</h3> <ul> <li>Get started with Vision Studio on Azure</li> </ul> <h3>7 - Fundamentals of Text Analysis with the Language Service</h3> <ul> <li>Understand Text Analytics</li> <li>Get started with text analysis</li> </ul> <h3>8 - Fundamentals of question answering with the Language Service</h3> <ul> <li>Understand question answering</li> <li>Get started with the Language service and Azure Bot Service</li> </ul> <h3>9 - Fundamentals of conversational language understanding</h3> <ul> <li>Describe conversational language understanding</li> <li>Get started with conversational language understanding in Azure</li> </ul> <h3>10 - Fundamentals of Azure AI Speech</h3> <ul> <li>Understand speech recognition and synthesis</li> <li>Get started with speech on Azure</li> </ul> <h3>11 - Fundamentals of Azure AI Document Intelligence</h3> <ul> <li>Explore capabilities of document intelligence</li> <li>Get started with receipt analysis on Azure</li> </ul> <h3>12 - Fundamentals of Knowledge Mining with Azure Cognitive Search</h3> <ul> <li>What is Azure Cognitive Search?</li> <li>Identify elements of a search solution</li> <li>Use a skillset to define an enrichment pipeline</li> <li>Understand indexes</li> <li>Use an indexer to build an index</li> <li>Persist enriched data in a knowledge store</li> <li>Create an index in the Azure portal</li> <li>Query data in an Azure Cognitive Search index</li> </ul> <h3>13 - Fundamentals of Generative AI</h3> <ul> <li>What is generative AI?</li> <li>Large language models</li> <li>What is Azure OpenAI?</li> <li>What are copilots?</li> <li>Improve generative AI responses with prompt engineering</li> </ul> <h3>14 - Fundamentals of Azure OpenAI Service</h3> <ul> <li>What is generative AI</li> <li>Describe Azure OpenAI</li> <li>How to use Azure OpenAI</li> <li>Understand OpenAI's natural language capabilities</li> <li>Understand OpenAI code generation capabilities</li> <li>Understand OpenAI's image generation capabilities</li> <li>Describe Azure OpenAI's access and responsible AI policies</li> </ul> <h3>15 - 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><div id="course-pills-3"><h4>Additional course details:</h4><br /><p>Nexus Humans AI-900T00 - Microsoft Azure AI Fundamentals 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 AI-900T00 - Microsoft Azure AI Fundamentals 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

Microsoft AZ-900

Microsoft Azure

Microsoft AZ-303

Microsoft AZ-700

Azure Machine Learning

Microsoft AI-900

AI-900T00 Microsoft Azure AI Fundamentals

Packt

Data Science

Python

Welcome to the Bootcamp course. You will obtain a firm understanding of machine learning with this course. By doing so, you will be able to develop machine learning solutions for various challenges you might encounter and be prepared to start using machine learning at work or in technical interviews.

Python Machine Learning Bootcamp

<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>

Microsoft AZ-104

Azure Cognitive Services

AI-102T00 Designing and Implementing an Azure AI Solution

Go from Beginner to Super Advance Level in Machine Learning Algorithms using Python and Mathematical Insights

Machine Learning with Real World Projects

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					<div><p><span>Machine learning as a programming technique has shaped the future of technology. In this course, you will learn how to build intelligent handwriting recognition apps from scratch using Python and Core ML.</span></p><p><span>The </span><b>Machine Learning for Apps Level 4 </b><span>course will teach you how to take advantage of machine learning to code like a pro and build incredible apps that can make predictions. Designed by industry experts, it covers best practices for managing projects, core concepts for creating your own ML model, building a convolutional neural network, and much more.</span></p><p><span>On successful completion, you will be able to build an amazing handwriting recognition app and convolutional neural network from scratch, and have an in-depth understanding of the core ML basics. This course is ideal for those with a basic understanding of iOS development.</span></p></div>
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					<div><p>This best selling <strong>Machine Learning for Apps Level 4 </strong>has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth <strong>Machine Learning for Apps Level 4 </strong>is suitable for anyone who wants to build their professional skill set and improve their expert knowledge.</p><p>The <strong>Machine Learning for Apps Level 4 </strong>is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The <strong>Machine Learning for Apps Level 4 </strong>is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn.</p><p>After successfully completing the<strong> Machine Learning for Apps Level 4</strong>, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the <strong>Machine Learning for Apps Level 4 </strong>will help you stand out from the crowd. You can also validate your certification on our website.</p><p>We know that you are busy and that time is precious, so we have designed the <strong>Machine Learning for Apps Level 4 </strong>to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device. </p><p>Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.</p></div>
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Course Cloud

Machine Learning (ML)

Machine Learning for Apps Level 4

<strong>The goal of this course is to use Python machine learning to create algorithms that you can use in the real world. You'll start with the basics of machine learning. You'll learn how to create, train, and optimize models and use these models in real-world applications.</strong>
        <p>Machine learning is a field of computer science through which you can create complex models that perform multiple functions using mathematical input. Python is a popular choice to create machine learning models due to a plethora of libraries easily accessible. This course takes you through this impressive combination of Python and machine learning, teaching you the basics of machine learning to create your own projects.

You'll begin learning about different types of machine learning models and how to choose the relevant ones for your project. You'll learn to optimize this model and apply performance metrics to track its performance. You'll also learn topics like regression, classification, and clustering to improve the performance of your model. You'll learn the basics of neural networks and use scikit-learn to perform calculations in your project.

By the end of this course, you'll have created a face recognition application using everything you've learned in this course.

The code bundle for this course is available at https://github.com/PacktPublishing/Python-Machine-Learning-Crash-Course-for-Beginners</p>
        <h2>What You Will Learn</h2><p>Train different types of machine learning models for your project<br>Prepare and clean data for your project<br>Optimize your machine learning model to best suit your project needs<br>Build your own machine learning model from scratch<br>Apply performance metrics to track the performance of your model<br>Use scikit-learn to perform calculations in your project</p>
        <h2>Audience</h2><p>This course is for Python developers who are new in the field of machine learning. No prior knowledge or experience of machine learning is required. A basic understanding of Python programming will be needed here.</p>
        <h2>Approach</h2><p>This is a hands-on course that takes you through all the machine learning concepts step-by-step while showing you real-world applications for each step.</p>
        <h2>Key Features</h2><p>Build a face recognition application from scratch * Prepare and train your data for your projects * Learn real-world applications of your algorithms</p>
        <h2>Github Repo</h2><p>https://github.com/PacktPublishing/Python-Machine-Learning-Crash-Course-for-Beginners</p>
        <h2>About the Author</h2><h3>AI Sciences</h3><p>AI Sciences are experts, PhDs, and artificial intelligence practitioners, including computer science, machine learning, and Statistics. Some work in big companies such as Amazon, Google, Facebook, Microsoft, KPMG, BCG, and IBM.

AI sciences produce a series of courses dedicated to beginners and newcomers on techniques and methods of machine learning, statistics, artificial intelligence, and data science. They aim to help those who wish to understand techniques more easily and start with less theory and less extended reading. Today, they publish more comprehensive courses on specific topics for wider audiences.

Their courses have successfully helped more than 100,000 students master AI and data science.</p>
        <h2>Course Outline</h2><h4>1. Introduction to the Course</h4><p></p><br><h4>2. Why Machine Learning</h4><p></p><br><h4>3. Process of Learning from Data</h4><p></p><br><h4>4. Machine Learning Methods</h4><p></p><br><h4>5. Data Preparation and Preprocessing</h4><p></p><br><h4>6. Machine Learning Models and Optimization</h4><p></p><br><h4>7. Building Machine Learning Model from Scratch</h4><p></p><br><h4>8. Overfitting, Underfitting and Generalization</h4><p></p><br><h4>9. Machine Learning Model Performance Metrics</h4><p></p><br><h4>10. Dimensionality Reduction</h4><p></p><br><h4>11. Deep Learning Overview</h4><p></p><br><h4>12. Hands-on Machine Learning Project Using Scikit-Learn</h4><p></p><br><h4>13. OPTIONAL Section- Mathematics Wrap-up</h4><p></p>

The goal of this course is to use Python machine learning to create algorithms that you can use in the real world. You'll start with the basics of machine learning. You'll learn how to create, train, and optimize models and use these models in real-world applications.

Python Machine Learning Crash Course for Beginners

<strong>Begin your machine learning journey by learning all about linear regression, logistic regression, and cluster analysis</strong>
        <p>Machine Learning is one of the fundamental skills you need to become a data scientist. It's the steppingstone that will help you understand deep learning and modern data analysis techniques. 

In this course, you'll explore the three fundamental machine learning topics - linear regression, logistic regression, and cluster analysis. Even neural networks geeks (like us) can't help but admit that it's these three simple methods that data science revolves around. So, in this course, we will make the otherwise complex subject matter easy to understand and apply in practice. This course supports statistics theory with practical application of these quantitative methods in Python to help you develop skills in the context of data science. 

We've developed this course with not one but two machine learning libraries: StatsModels and sklearn. You'll be eager to complete this course and get ready to become a successful data scientist! 

All the code and supporting files for this course are available at https://github.com/PacktPublishing/Machine-Learning-101-with-Scikit-learn-and-StatsModels</p>
        <h2>What You Will Learn</h2><p>Confidently work with two of the leading ML packages: statsmodels and sklearn <br>Understand how to perform a linear regression <br>Become familiar with the ins and outs of logistic regression <br>Get to grips with carrying out cluster analysis (both flat and hierarchical) <br>Apply your skills to real-life business cases <br>Get insights into the underlying ideas behind ML models</p>
        <h2>Audience</h2><p>If you want to get acquainted with fundamental machine learning methods, become a successful data scientist, or just get started with building valuable skills in machine learning and data science, this course is for you.</p>
        <h2>Approach</h2><p>The course has a perfect blend of theory and practical knowledge to help you gain a solid understand of the concepts covered.</p>
        <h2>Key Features</h2><p>Learn machine learning with StatsModels and sklearn  * Apply machine learning skills to solve real-world business cases  * Get started with linear regression, logistic regression, and cluster analysis</p>
        <h2>Github Repo</h2><p>https://github.com/packtpublishing/machine-learning-101-with-scikit-learn-and-statsmodels</p>
        <h2>About the Author</h2><h3>365 Careers Ltd.</h3><p>365 Careers' courses have been taken by more than 203,000 students in 204 countries. People working at world-class firms such as Apple, PayPal, and Citibank have completed 365 Careers trainings. By choosing 365 Careers, you make sure you will learn from proven experts who have a passion for teaching, and can take you from beginner to pro in the shortest possible amount of time.

If you want to become a financial analyst, a finance manager, an FP&A analyst, an investment banker, a business executive, an entrepreneur, a business intelligence analyst, a data analyst, or a data scientist, 365 Careers' courses are the perfect place to start.</p>
        <h2>Course Outline</h2><h4>1. Introduction</h4><p></p><br><h4>2. Setting Up the Working Environment</h4><p></p><br><h4>3. Linear Regression with StatsModels</h4><p></p><br><h4>4. Linear Regression with Sklearn</h4><p></p><br><h4>5. Linear Regression - Practical Example</h4><p></p><br><h4>6. Logistic Regression</h4><p></p><br><h4>7. Cluster Analysis</h4><p></p><br><h4>8. Cluster Analysis: Additional Topics</h4><p></p>

Begin your machine learning journey by learning all about linear regression, logistic regression, and cluster analysis

Machine Learning 101 with Scikit-learn and StatsModels

<strong>In this course, you will learn Python fundamentals, and the concepts of the amazing pandas data science library needed to pre-process and prepare the data for machine learning algorithms.</strong>
        <p>Machine learning is one of the most exciting fields in the hi-tech industry, gaining momentum in various applications. Companies are looking for data scientists, data engineers, and machine language (ML) experts to develop products, features, and projects that will help them unleash the power of machine learning. This course will show you how to prepare data for machine learning algorithms using Python and pandas library.

The course starts by explaining the installation process of Anaconda and Jupyter. Once you are ready with the setup, you will understand Python fundamentals, such as variables, data types, conditional statements, loops, and modules. Next, you will go through the pandas library and learn how to use it for loading real-world large datasets. Towards the end, you will learn the steps and techniques to clean data and make it ready to move into machine learning algorithms.

By the end of this course, you will be well-versed with Python fundamentals and pandas library and will be ready to take on data science projects.

The code bundle for this course is available at https://github.com/PacktPublishing/Machine-Learning-for-Absolute-Beginners-Level-2</p>
        <h2>What You Will Learn</h2><p>Understand how to use Jupyter Lab for Jupyter notebooks<br>Learn Python fundamentals<br>Load large datasets from files using pandas<br>Uncover techniques to perform data analysis and exploration<br>Group, sort, export, select, filter, and clean data<br>Find out how to preview the data frame</p>
        <h2>Audience</h2><p>This course is designed for beginners looking to understand the theoretical side of machine learning and to enter the practical side of data science. You will understand the fundamentals of Python and learn how to pre-process data before using it in machine learning algorithms. There are no prerequisites for taking up this course; however, it is recommended to finish with the Machine Learning for Absolute Beginners - Level 1 course.</p>
        <h2>Approach</h2><p>With the help of exercises and activities, this course will show you how to use Python and pandas library for cleaning data before moving it into machine learning algorithms.</p>
        <h2>Key Features</h2><p>Learn how to use Python for data science and machine learning projects * Understand the interface of Jupyter lab tool * Discover how to get data ready for machine learning algorithms</p>
        <h2>Github Repo</h2><p>https://github.com/PacktPublishing/Machine-Learning-for-Absolute-Beginners-Level-2 </p>
        <h2>About the Author</h2><h3>Idan Gabrieli</h3><p>Idan Gabrieli has worked in various engineering positions in Israel's high-tech industry. Idan has gained extensive experience with hundreds of business companies, transforming their challenges and opportunities into practical use cases and leveraging cutting-edge technologies.

Idan's expertise spans multiple domains, including cloud computing, machine learning, data science, and electronics. Since 2014, Idan has created and published online courses on various topics worldwide. Idan is recognized as a high-rated instructor by leading educational providers.

Idan simplifies complex technology and provides high-quality educational content with specific learning objectives that are well-structured, combining various multimedia teaching options.</p>
        <h2>Course Outline</h2><h4>1. Getting Started with Level 2!</h4><p></p><br><h4>2. Python Fundamentals for Data Science</h4><p></p><br><h4>3. Introduction to the Pandas Library</h4><p></p><br><h4>4. Loading Data into a DataFrame</h4><p></p><br><h4>5. Data Cleaning and Transformation</h4><p></p><br><h4>6. Course Summary</h4><p></p>

In this course, you will learn Python fundamentals, and the concepts of the amazing pandas data science library needed to pre-process and prepare the data for machine learning algorithms.

Machine Learning for Absolute Beginners - Level 2

<strong>Build a Portfolio of 12 Machine Learning Projects with Python, SVM, Regression, Unsupervised Machine Learning &amp; More!</strong>
        <p>Do you ever want to be a data scientist and build Machine Learning projects that can solve real-life problems? If yes, then this course is perfect for you.
You will train machine learning algorithms to classify flowers, predict house price, identify handwritings or digits, identify staff that is most likely to leave prematurely, detect cancer cells and much more!
Inside the course, you'll learn how to:
&bull;	Set up a Python development environment correctly
&bull;	Gain complete machine learning toolsets to tackle most real-world problems
&bull;	Understand the various regression, classification and other ml algorithms performance metrics such as R-squared, MSE, accuracy, confusion matrix, prevision, recall, etc. and when to use them.
&bull;	Combine multiple models with by bagging, boosting or stacking
&bull;	Make use to unsupervised Machine Learning (ML) algorithms such as Hierarchical clustering, k-means clustering etc. to understand your data
&bull;	Develop in Jupyter (IPython) notebook, Spyder and various IDE
&bull;	Communicate visually and effectively with Matplotlib and Seaborn
&bull;	Engineer new features to improve algorithm predictions
&bull;	Make use of train/test, K-fold and Stratified K-fold cross-validation to select the correct model and predict model perform with unseen data
&bull;	Use SVM for handwriting recognition, and classification problems in general
&bull;	Use decision trees to predict staff attrition
&bull;	Apply the association rule to retail shopping datasets
&bull;	And much more!
By the end of this course, you will have a Portfolio of 12 Machine Learning projects that will help you land your dream job or enable you to solve real-life problems in your business, job or personal life with Machine Learning algorithms.</p>
        <h2>What You Will Learn</h2><p>&bull;&nbsp;&nbsp;Learn to Build Powerful Machine Learning Models to Solve Any Problem<br>&bull;&nbsp;&nbsp;Learn to Train machine learning algorithms to predict house prices, identify handwriting, detect cancer cells &amp; more</p>
        <h2>Audience</h2><p>A newbie who wants to learn machine learning algorithm with Python. Anyone who has a deep interest in the practical application of machine learning to real world problems. Anyone wishes to move beyond the basics and develop an understanding of the whole range of machine learning algorithms. Any intermediate to advanced EXCEL users who is unable to work with large datasets. Anyone interested to present their findings in a professional and convincing manner. Anyone who wishes to start or transit into a career as a data scientist. Anyone who wants to apply machine learning to their domain.</p>
        <h2>Approach</h2><p>You'll go from beginner to extremely high-level and your instructor will build each algorithm with you step by step on screen.</p>
        <h2>Key Features</h2><p>&bull;&nbsp;&nbsp;Solve any problem in your business or job with powerful Machine Learning models * &bull;&nbsp;&nbsp;Go from zero to hero in Python, Seaborn, Matplotlib, Scikit-Learn, SVM, and unsupervised Machine Learning etc.</p>
        <h2>Github Repo</h2><p>https://github.com/packtpublishing/the-complete-machine-learning-course-with-python</p>
        <h2>About the Author</h2><h3>Anthony Ng</h3><p>Anthony Ng has spent almost 10 years in the education sector covering topics such as algorithmic trading, financial data analytics, investment, and portfolio management and more. He has worked in various financial institutions and has assisted Quantopian to conduct Algorithmic Trading Workshops in Singapore since 2016. He has also presented in QuantCon Singapore 2016 and 2017. He is passionate about finance, data science and Python and enjoys researching, teaching and sharing knowledge. He holds a Master of Science in Financial Engineering from NUS Singapore and MBA and Bcom from Otago University.</p>
        <h2>Course Outline</h2><h4>1. Introduction</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. What Does the Course Cover?</p><p style='margin: 0'>Introduction: What Does the Course Cover?</p></td></tr></tbody></table><br><h4>2. Getting Started with Anaconda</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. [Windows OS] Downloading & Installing Anaconda</p><p style='margin: 0'>Getting Started with Anaconda: [Windows OS] Downloading &amp; Installing Anaconda</p></td></tr><tr><td style='padding: 15px;'><p>2. [Windows OS] Managing Environment</p><p style='margin: 0'>Getting Started with Anaconda: [Windows OS] Managing Environment</p></td></tr><tr><td style='padding: 15px;'><p>3. Navigating the Spyder & Jupyter Notebook Interface</p><p style='margin: 0'>Getting Started with Anaconda: Navigating the Spyder &amp; Jupyter Notebook Interface</p></td></tr><tr><td style='padding: 15px;'><p>4. Downloading the IRIS Datasets</p><p style='margin: 0'>Getting Started with Anaconda: Downloading the IRIS Datasets</p></td></tr><tr><td style='padding: 15px;'><p>5. Data Exploration and Analysis</p><p style='margin: 0'>Getting Started with Anaconda: Data Exploration and Analysis</p></td></tr><tr><td style='padding: 15px;'><p>6. Presenting Your Data</p><p style='margin: 0'>Getting Started with Anaconda: Presenting Your Data</p></td></tr></tbody></table><br><h4>3. Regression</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction</p><p style='margin: 0'>Regression: Introduction</p></td></tr><tr><td style='padding: 15px;'><p>2. Categories of Machine Learning</p><p style='margin: 0'>Regression: Categories of Machine Learning</p></td></tr><tr><td style='padding: 15px;'><p>3. Working with Scikit-Learn</p><p style='margin: 0'>Regression: Working with Scikit-Learn</p></td></tr><tr><td style='padding: 15px;'><p>4. Boston Housing Data - EDA</p><p style='margin: 0'>Regression: Boston Housing Data - EDA</p></td></tr><tr><td style='padding: 15px;'><p>5. Correlation Analysis and Feature Selection</p><p style='margin: 0'>Regression: Correlation Analysis and Feature Selection</p></td></tr><tr><td style='padding: 15px;'><p>6. Simple Linear Regression Modelling with Boston Housing Data</p><p style='margin: 0'>Regression: Simple Linear Regression Modelling with Boston Housing Data</p></td></tr><tr><td style='padding: 15px;'><p>7. Robust Regression</p><p style='margin: 0'>Regression: Robust Regression</p></td></tr><tr><td style='padding: 15px;'><p>8. Evaluate Model Performance</p><p style='margin: 0'>Regression: Evaluate Model Performance</p></td></tr><tr><td style='padding: 15px;'><p>9. Multiple Regression with statsmodel</p><p style='margin: 0'>Regression: Multiple Regression with statsmodel</p></td></tr><tr><td style='padding: 15px;'><p>10. Multiple Regression and Feature Importance</p><p style='margin: 0'>Regression: Multiple Regression and Feature Importance</p></td></tr><tr><td style='padding: 15px;'><p>11. Ordinary Least Square Regression and Gradient Descent</p><p style='margin: 0'>Regression: Ordinary Least Square Regression and Gradient Descent</p></td></tr><tr><td style='padding: 15px;'><p>12. Regularised Method for Regression</p><p style='margin: 0'>Regression: Regularised Method for Regression</p></td></tr><tr><td style='padding: 15px;'><p>13. Polynomial Regression</p><p style='margin: 0'>Regression: Polynomial Regression</p></td></tr><tr><td style='padding: 15px;'><p>14. Dealing with Non-linear relationships</p><p style='margin: 0'>Regression: Dealing with Non-linear relationships</p></td></tr><tr><td style='padding: 15px;'><p>15. Feature Importance Revisited</p><p style='margin: 0'>Regression: Feature Importance Revisited</p></td></tr><tr><td style='padding: 15px;'><p>16. Data Pre-Processing 1</p><p style='margin: 0'>Regression: Data Pre-Processing 1</p></td></tr><tr><td style='padding: 15px;'><p>17. Data Pre-Processing 2</p><p style='margin: 0'>Regression: Data Pre-Processing 2</p></td></tr><tr><td style='padding: 15px;'><p>18. Variance Bias Trade Off - Validation Curve</p><p style='margin: 0'>Regression: Variance Bias Trade Off - Validation Curve</p></td></tr><tr><td style='padding: 15px;'><p>19. Variance Bias Trade Off - Learning Curve</p><p style='margin: 0'>Regression: Variance Bias Trade Off - Learning Curve</p></td></tr><tr><td style='padding: 15px;'><p>20. Cross Validation</p><p style='margin: 0'>Regression: Cross Validation</p></td></tr></tbody></table><br><h4>4. Classification</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction</p><p style='margin: 0'>Classification: Introduction</p></td></tr><tr><td style='padding: 15px;'><p>2. Logistic Regression 1</p><p style='margin: 0'>Classification: Logistic Regression 1</p></td></tr><tr><td style='padding: 15px;'><p>3. Logistic Regression 2</p><p style='margin: 0'>Classification: Logistic Regression 2</p></td></tr><tr><td style='padding: 15px;'><p>4. MNIST Project 1 - Introduction</p><p style='margin: 0'>Classification: MNIST Project 1 - Introduction</p></td></tr><tr><td style='padding: 15px;'><p>5. MNIST Project 2 - SGDClassifiers</p><p style='margin: 0'>Classification: MNIST Project 2 - SGDClassifier</p></td></tr><tr><td style='padding: 15px;'><p>6. MNIST Project 3 - Performance Measures</p><p style='margin: 0'>Classification: MNIST Project 3 - Performance Measures</p></td></tr><tr><td style='padding: 15px;'><p>7. MNIST Project 4 - Confusion Matrix, Precision, Recall and F1 Score</p><p style='margin: 0'>Classification: MNIST Project 4 - Confusion Matrix, Precision, Recall and F1 Score</p></td></tr><tr><td style='padding: 15px;'><p>8. MNIST Project 5 - Precision and Recall Tradeoff</p><p style='margin: 0'>Classification: MNIST Project 5 - Precision and Recall Tradeoff</p></td></tr><tr><td style='padding: 15px;'><p>9. MNIST Project 6 - The ROC Curve</p><p style='margin: 0'>Classification: MNIST Project 6 - The ROC Curve</p></td></tr></tbody></table><br><h4>5. Support Vector Machine (SVM)</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction</p><p style='margin: 0'>Support Vector Machine (SVM): Introduction</p></td></tr><tr><td style='padding: 15px;'><p>2. Support Vector Machine (SVM) Concepts</p><p style='margin: 0'>Support Vector Machine (SVM): Support Vector Machine (SVM) Concepts</p></td></tr><tr><td style='padding: 15px;'><p>3. Linear SVM Classification</p><p style='margin: 0'>Support Vector Machine (SVM): Linear SVM Classification</p></td></tr><tr><td style='padding: 15px;'><p>4. Polynomial Kernel</p><p style='margin: 0'>Support Vector Machine (SVM): Polynomial Kernel</p></td></tr><tr><td style='padding: 15px;'><p>5. Gaussian Radial Basis Function</p><p style='margin: 0'>Support Vector Machine (SVM): Gaussian Radial Basis Function</p></td></tr><tr><td style='padding: 15px;'><p>6. Support Vector Regression</p><p style='margin: 0'>Support Vector Machine (SVM): Support Vector Regression</p></td></tr><tr><td style='padding: 15px;'><p>7. Advantages and Disadvantages of SVM</p><p style='margin: 0'>Support Vector Machine (SVM): Advantages and Disadvantages of SVM</p></td></tr></tbody></table><br><h4>6. Tree</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction</p><p style='margin: 0'>Tree: Introduction</p></td></tr><tr><td style='padding: 15px;'><p>2. What is Decision Tree</p><p style='margin: 0'>Tree: What is Decision Tree</p></td></tr><tr><td style='padding: 15px;'><p>3. Training a Decision Tree</p><p style='margin: 0'>Tree: Training a Decision Tree</p></td></tr><tr><td style='padding: 15px;'><p>4. Visualising a Decision Trees</p><p style='margin: 0'>Tree: Visualising a Decision Trees</p></td></tr><tr><td style='padding: 15px;'><p>5. Decision Tree Learning Algorithm</p><p style='margin: 0'>Tree: Decision Tree Learning Algorithm</p></td></tr><tr><td style='padding: 15px;'><p>6. Decision Tree Regression</p><p style='margin: 0'>Tree: Decision Tree Regression</p></td></tr><tr><td style='padding: 15px;'><p>7. Overfitting and Grid Search</p><p style='margin: 0'>Tree: Overfitting and Grid Search</p></td></tr><tr><td style='padding: 15px;'><p>8. Where to From Here</p><p style='margin: 0'>Tree: Where to From Here</p></td></tr><tr><td style='padding: 15px;'><p>9. Project HR - Loading and preprocesing data</p><p style='margin: 0'>Tree: Project HR - Loading and preprocesing data</p></td></tr><tr><td style='padding: 15px;'><p>10. Project HR - Modelling</p><p style='margin: 0'>Tree: Project HR - Modelling</p></td></tr></tbody></table><br><h4>7. Ensemble Machine Learning</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction</p><p style='margin: 0'>Ensemble Machine Learning: Introduction</p></td></tr><tr><td style='padding: 15px;'><p>2. Ensemble Learning Methods Introduction</p><p style='margin: 0'>Ensemble Machine Learning: Ensemble Learning Methods Introduction</p></td></tr><tr><td style='padding: 15px;'><p>3. Bagging Part 1</p><p style='margin: 0'>Ensemble Machine Learning: Bagging Part 1</p></td></tr><tr><td style='padding: 15px;'><p>4. Bagging Part 2</p><p style='margin: 0'>Ensemble Machine Learning: Bagging Part 2</p></td></tr><tr><td style='padding: 15px;'><p>5. Random Forests</p><p style='margin: 0'>Ensemble Machine Learning: Random Forests</p></td></tr><tr><td style='padding: 15px;'><p>6. Extra-Trees</p><p style='margin: 0'>Ensemble Machine Learning: Extra-Trees</p></td></tr><tr><td style='padding: 15px;'><p>7. AdaBoost</p><p style='margin: 0'>Ensemble Machine Learning: Decision Tree Regression</p></td></tr><tr><td style='padding: 15px;'><p>8. Gradient Boosting Machine</p><p style='margin: 0'>Ensemble Machine Learning: Gradient Boosting Machine</p></td></tr><tr><td style='padding: 15px;'><p>9. XGBoost</p><p style='margin: 0'>Ensemble Machine Learning: XGBoost</p></td></tr><tr><td style='padding: 15px;'><p>10. Project HR - Human Resources Analytics</p><p style='margin: 0'>Ensemble Machine Learning: Project HR - Human Resources Analytics</p></td></tr><tr><td style='padding: 15px;'><p>11. Ensemble of ensembles Part 1</p><p style='margin: 0'>Ensemble Machine Learning: Ensemble of ensembles Part 1</p></td></tr><tr><td style='padding: 15px;'><p>12. Ensemble of ensembles Part 2</p><p style='margin: 0'>Ensemble Machine Learning: Ensemble of ensembles Part 2</p></td></tr></tbody></table><br><h4>8. k-Nearest Neighbours (kNN)</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. kNN Introduction</p><p style='margin: 0'>K-Nearest Neighbours (kNN): kNN Introduction</p></td></tr><tr><td style='padding: 15px;'><p>2. kNN Concepts</p><p style='margin: 0'>K-Nearest Neighbours (kNN): kNN Concepts</p></td></tr><tr><td style='padding: 15px;'><p>3. kNN and Iris Dataset Demo</p><p style='margin: 0'>K-Nearest Neighbours (kNN): kNN and Iris Dataset Demo</p></td></tr><tr><td style='padding: 15px;'><p>4. Distance Metric</p><p style='margin: 0'>K-Nearest Neighbours (kNN): Distance Metric</p></td></tr><tr><td style='padding: 15px;'><p>5. Project Cancer Detection Part 1</p><p style='margin: 0'>K-Nearest Neighbours (kNN): Project Cancer Detection Part 1</p></td></tr><tr><td style='padding: 15px;'><p>6. Project Cancer Detection Part 2</p><p style='margin: 0'>K-Nearest Neighbours (kNN): Project Cancer Detection Part 2</p></td></tr></tbody></table><br><h4>9. Dimensionality Reduction</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction</p><p style='margin: 0'>Dimensionality Reduction: Introduction</p></td></tr><tr><td style='padding: 15px;'><p>2. Dimensionality Reduction Concept</p><p style='margin: 0'>Dimensionality Reduction: Dimensionality Reduction Concept</p></td></tr><tr><td style='padding: 15px;'><p>3. PCA Introduction</p><p style='margin: 0'>Dimensionality Reduction: PCA Introduction</p></td></tr><tr><td style='padding: 15px;'><p>4. Dimensionality Reduction Demo</p><p style='margin: 0'>Dimensionality Reduction: Dimensionality Reduction Demo</p></td></tr><tr><td style='padding: 15px;'><p>5. Project Wine 1: Dimensionality Reduction with PCA</p><p style='margin: 0'>Dimensionality Reduction: Project Wine 1: Dimensionality Reduction with PCA</p></td></tr><tr><td style='padding: 15px;'><p>6. Project Wine 2: Choosing the Number of Components</p><p style='margin: 0'>Dimensionality Reduction: Project Wine 2: Choosing the Number of Components</p></td></tr><tr><td style='padding: 15px;'><p>7. Kernel PCA</p><p style='margin: 0'>Dimensionality Reduction: Kernel PCA</p></td></tr><tr><td style='padding: 15px;'><p>8. Kernel PCA Demo</p><p style='margin: 0'>Dimensionality Reduction: Kernel PCA Demo</p></td></tr><tr><td style='padding: 15px;'><p>9. LDA & Comparison between LDA and PCA</p><p style='margin: 0'>Dimensionality Reduction: LDA &amp; Comparison between LDA and PCA</p></td></tr></tbody></table><br><h4>10. Unsupervised Learning: Clustering</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction</p><p style='margin: 0'>Unsupervised Learning: Clustering: Introduction</p></td></tr><tr><td style='padding: 15px;'><p>2. Clustering Concepts</p><p style='margin: 0'>Unsupervised Learning: Clustering: Clustering Concepts</p></td></tr><tr><td style='padding: 15px;'><p>3. MLextend</p><p style='margin: 0'>Unsupervised Learning: Clustering: MLextend</p></td></tr><tr><td style='padding: 15px;'><p>4. Ward's Agglomerative Hierarchical Clustering</p><p style='margin: 0'>Unsupervised Learning: Clustering: Ward's Agglomerative Hierarchical Clustering</p></td></tr><tr><td style='padding: 15px;'><p>5. Truncating Dendrogram</p><p style='margin: 0'>Unsupervised Learning: Clustering: Truncating Dendrogram</p></td></tr><tr><td style='padding: 15px;'><p>6. k-Means Clustering</p><p style='margin: 0'>Unsupervised Learning: Clustering: k-Means Clustering</p></td></tr><tr><td style='padding: 15px;'><p>7. Elbow Method</p><p style='margin: 0'>Unsupervised Learning: Clustering: Elbow Method</p></td></tr><tr><td style='padding: 15px;'><p>8. Silhouette Analysis</p><p style='margin: 0'>Unsupervised Learning: Clustering: Silhouette Analysis</p></td></tr><tr><td style='padding: 15px;'><p>9. Mean Shift</p><p style='margin: 0'>Unsupervised Learning: Clustering: Mean Shift</p></td></tr></tbody></table>

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