Name: Clustering and Classification with Machine Learning in Python
Price: 135.99 GBP
Availability: InStock

<strong>In this compact intermediate-level course, you will learn how to use Facebook Prophet to do time series analysis and forecasting. You will learn how Prophet works under the hood and the Prophet API. We will apply Prophet to a variety of datasets, including store sales and stock prices.</strong>
        <p>Prophet enables Python and R developers to build scalable time series forecasts. This course will help you implement Prophet's cutting-edge forecasting techniques to model future data with higher accuracy and with very few lines of code.

In this course, you will learn how to use Facebook Prophet to do time series analysis and forecasting. You will learn how the Prophet works under the hood (that is, what are its modeling assumptions?) and the Prophet API (that is, how to write the code).

This course is a practice-oriented course, demonstrating how to prepare your data for Prophet, fit a model, and use it to forecast, analyze the results, and evaluate the model's predictions. We will apply Prophet to a variety of datasets, including store sales and stock prices. You will learn how to use Prophet to plot the model's in-sample predictions and forecast. Then, learn how to plot the components of the fitted model. You will also learn how to deal with outliers, missing data, and non-daily (for example, monthly) data.

By the end of this course, you will be able to use Prophet confidently to forecast your data.</p>
        <h2>What You Will Learn</h2><p>Prepare your data (a Pandas dataframe) for Facebook Prophet<br>Learn how to fit a Prophet model to a time series<br>Plot the components of the fitted model<br>Model holidays and exogenous regressors<br>Evaluate your model with forecasting metrics<br>Learn how to do changepoint detection with Prophet</p>
        <h2>Audience</h2><p>Anyone interested in data science, machine learning, or who wishes to use time series analysis on their own data should take this course. Good Python programming skills are required, as well as knowledge of Pandas, Dataframes, and preferably some familiarity with Scikit-Learn, though this is not required.</p>
        <h2>Approach</h2><p>This course is a learn-by-doing course where you will learn how to prepare your data for Prophet, fit a model, and use it to forecast, analyze the results, and evaluate the model's predictions. The course is well-balanced with both theoretical and practical coding exercises. In each section, we first cover the theory concept and demonstrate it using a real-world example for better understanding.</p>
        <h2>Key Features</h2><p>Teaches how to make a forecast using Prophet * Explains how to use Prophet to predict stock prices * Covers how to use Prophet to plot the model's in-sample predictions and forecast</p>
        
        <h2>About the Author</h2><h3>Lazy Programmer</h3><p>The Lazy Programmer is an AI/ML engineer focusing on deep learning with experience in data science, big data engineering, and full-stack development. With a background in computer engineering and specialization in ML, he holds two master's degrees in computer engineering and statistics with finance applications. His online advertising and digital media expertise include data science and big data.

He has created DL models for prediction and has experience in recommender systems using reinforcement learning and collaborative filtering. He is a skilled instructor who has taught at universities including Columbia, NYU, Hunter College, and The New School. He is a web programmer with experience in Python, Ruby/Rails, PHP, and Angular.</p>
        <h2>Course Outline</h2><h4>1. Welcome</h4><p>Welcome to the course! In this section, we will get introduced to the course goals.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Introduction</p><p style='margin: 0'>In this video, we will introduce Facebook Prophet and understand the course learning objective.</p></td></tr><tr><td style='padding: 15px;'><p>2. Outline</p><p style='margin: 0'>In this video, we will understand the course learning approach and what is required to start with this course. Then we will also understand what is covered in this course.</p></td></tr></tbody></table><br><h4>2. Time Series Basics</h4><p>In this section, we will talk about time series basics.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Time Series Basics Section Introduction</p><p style='margin: 0'>In this video, we will get introduced to time series and understand some basics.</p></td></tr><tr><td style='padding: 15px;'><p>2. Forecasting Metrics</p><p style='margin: 0'>In this video, we will understand how to forecast metrics.</p></td></tr><tr><td style='padding: 15px;'><p>3. The Naive Forecast and the Importance of Baselines</p><p style='margin: 0'>In this video, we will discuss baselines and naïve forecast.</p></td></tr><tr><td style='padding: 15px;'><p>4. Walk-Forward Validation</p><p style='margin: 0'>In this video, we will discuss the concept of walk-forward validation.</p></td></tr><tr><td style='padding: 15px;'><p>5. Suggestion Box</p><p style='margin: 0'>In this video, we will take a look at the suggestion box where we can add feedback for this course.</p></td></tr></tbody></table><br><h4>3. Facebook Prophet</h4><p>In this section, we will explore Facebook Prophet.</p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. How Does Prophet Work?</p><p style='margin: 0'>In this video, we will understand concepts behind Facebook Prophet and understand how it works.</p></td></tr><tr><td style='padding: 15px;'><p>2. Prophet: Code Preparation</p><p style='margin: 0'>In this video, we will go through the code structure for Prophet.</p></td></tr><tr><td style='padding: 15px;'><p>3. Prophet in Code: Data Preparation</p><p style='margin: 0'>In this video, we will work on data preparation with Prophet.</p></td></tr><tr><td style='padding: 15px;'><p>4. Prophet in Code: Fit, Forecast, Plot</p><p style='margin: 0'>In this video, you will learn how to fit, forecast, and plot our data.</p></td></tr><tr><td style='padding: 15px;'><p>5. Prophet in Code: Holidays and Exogenous Regressors</p><p style='margin: 0'>In this video, you will learn how to add holidays and exogenous regressors to our data.</p></td></tr><tr><td style='padding: 15px;'><p>6. Prophet in Code: Cross-Validation</p><p style='margin: 0'>In this video, you will learn how to do cross-validation with Prophet.</p></td></tr><tr><td style='padding: 15px;'><p>7. Prophet in Code: Changepoint Detection</p><p style='margin: 0'>In this video, you will learn how to detect changepoint with Prophet.</p></td></tr><tr><td style='padding: 15px;'><p>8. Prophet: Multiplicative Seasonality, Outliers, Non-Daily Data</p><p style='margin: 0'>In this video, we will work on multiplicative seasonality, outliers, and non-daily data with Prophet.</p></td></tr><tr><td style='padding: 15px;'><p>9. (The Dangers of) Prophet for Stock Price Prediction</p><p style='margin: 0'>In this video, we will work with Prophet for stock price prediction.</p></td></tr><tr><td style='padding: 15px;'><p>10. Prophet Section Summary</p><p style='margin: 0'>In this video, we will summarize what we have learnt in this section.</p></td></tr></tbody></table>

Packt

Data Science

Python

In this compact intermediate-level course, you will learn how to use Facebook Prophet to do time series analysis and forecasting. You will learn how Prophet works under the hood and the Prophet API. We will apply Prophet to a variety of datasets, including store sales and stock prices.

Data Science - Time Series Forecasting with Facebook Prophet in Python

General Admission

<strong>A comprehensive package for beginners to learn how to automate social media applications such as WhatsApp, YouTube, and Facebook from scratch using Python. The course will help you understand the impact of social media automation in real-world applications and provide a unique hands-on experience in developing different real-time exciting projects.</strong>
        <p>Welcome to this course on automating social media applications using Python. Let's learn the basic concepts required for automating our routine social media tasks.

We will begin with learning to automate WhatsApp and explore how to automatically send messages to individuals and groups using Python. You will learn to automate sending emails to random users with just a few lines of code. Learn to schedule tasks using Python to implement different social media projects. Explore email automation with Smtplib and link Gmail with SMTP.

We will explore how to fetch and download different stats from YouTube channels as CSV or other file formats. Finally, you will learn to post various types of content on Facebook pages, delete posts, and comment on posts. The course, however, does not cover Python programming lessons separately.

Upon completing the course, you can automate social media platforms such as WhatsApp, YouTube, Facebook, and Gmail. Create automated posts and comments, post and delete content, schedule tasks, and comprehensively advance your social media automation skills.

All resources are available at: https://github.com/PacktPublishing/Social-Media-Automation-using-Python</p>
        <h2>What You Will Learn</h2><p>Automate WhatsApp, install the toolkit, schedule and send messages<br>Link Gmail with SMTP, create email,  attach files  and send<br>Schedule, install, import, and code a simple scheduler<br>Create a YouTube API key and fetch channel and playlist information<br>Automate Facebook, post photos with captions, and comment on a post<br>Understand and implement automation packages and libraries</p>
        <h2>Audience</h2><p>This course is designed for beginners with some programming experience or even those who need to know about data analysis, data manipulation, and more. This course is for individuals wanting to understand and implement automation packages and libraries, master scheduling tasks, automate emails, automate WhatsApp, automate YouTube data, and automate Facebook posts. Basic to intermediate Python programming knowledge is required for the course.</p>
        <h2>Approach</h2><p>The course is crafted to help you understand the concepts with a unique hands-on experience in developing different real-time interesting projects. This straightforward learning-by-doing course will help you in mastering the concepts and methodology. This course is easy to understand, expressive, self-explanatory, and practical with live coding.</p>
        <h2>Key Features</h2><p>Explore the most advanced libraries to automate social media and perform automation tasks accurately * Learn with experimentation to practically implement Facebook, WhatsApp, and email automation * Learn to schedule tasks using Python to implement different social media projects</p>
        <h2>Github Repo</h2><p>https://github.com/PacktPublishing/Social-Media-Automation-using-Python</p>
        <h2>About the Author</h2><h3>AI Sciences</h3><p>AI Sciences are a group of 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</h4><p></p><br><h4>2. WhatsApp Automation</h4><p></p><br><h4>3. Email Automation</h4><p></p><br><h4>4. Scheduling</h4><p></p><br><h4>5. YouTube Automation</h4><p></p><br><h4>6. Facebook Automation</h4><p></p>

Social Media

A comprehensive package for beginners to learn how to automate social media applications such as WhatsApp, YouTube, and Facebook from scratch using Python. The course will help you understand the impact of social media automation in real-world applications and provide a unique hands-on experience in developing different real-time exciting projects.

Social Media Automation using Python

Java

Selenium

Programming

Jenkins

Know Selenium WebDriver concepts, but need to know how to build a framework by putting together all the knowledge? Are you a quality assurance automation professional willing to intensify your current test automation skill sets? Are you looking to step into the automation industry with the latest technologies in the market? If the answer is yes, then this course is for you.

Selenium WebDriver Advanced - Complete Framework

<p><strong>Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now</strong></p><p>Whether you work in machine learning or finance or are pursuing a career in web development or data science, Python is one of the most important skills you can learn.</p><p>Python's simple syntax is especially suited for desktop, web, and business applications. Python's design philosophy emphasizes readability and usability. Python was developed upon the premise that there should be only one way (and preferably one obvious way) to do things, a philosophy that has resulted in a strict level of code standardization.</p><p>The core programming language is quite small and the standard library is also large. In fact, Python's large library is one of its greatest benefits, providing a variety of different tools for programmers suited for many different tasks.</p><p><strong>This Python Bundle Consists of the following Premium courses: </strong></p><ul><li><strong></strong><strong> Course 01</strong>: Python Programming for Everybody</li><li><strong></strong><strong> Course 02</strong>: Data Science with Python</li><li><strong></strong><strong> Course 03</strong>: Machine Learning with Python</li><li><strong></strong><strong> Course 04</strong>: Learn to Use Python for Spatial Analysis in ArcGIS</li><li><strong></strong><strong> Course 05</strong>: Higher Order Functions in Python - Level 03</li><li><strong></strong><strong> Course 06</strong>: Introduction to Data Analysis</li><li><strong></strong><strong> Course 07</strong>: Data Structures Complete Course</li><li><strong></strong><strong> Course 08</strong>: Basic Google Data Studio</li><li><strong></strong><strong> Course 09:</strong> Computer Science: Graph Theory Algorithms</li><li><strong></strong><strong> Course 10</strong>: Cloud Computing / CompTIA Cloud+ (CV0-002)</li><li><strong></strong><strong> Course 11</strong>: Business Intelligence and Data Mining Masterclass</li><li><strong></strong><strong> Course 12</strong>: Cyber Security Incident Handling and Incident Response</li><li><strong></strong><strong> Course 13</strong>: Decision Making and Critical Thinking Decision Making and Critical Thinking</li><li><strong></strong><strong> Course 14</strong>: Time Management</li></ul><p><strong>Benefits you'll get from choosing Apex Learning:</strong></p><ul><li>Pay once and get lifetime access <strong>to 14 CPD courses</strong></li><li>Free e-Learning App for engaging reading materials &amp; helpful assistance</li><li>Certificates, student ID for the Courses included in a one-time fee</li><li>Free up your time - don't waste time and money travelling for classes</li><li>Accessible, informative modules of Courses designed by expert instructors</li><li>Learn about Courses at your ease - anytime, from anywhere</li><li>Study the Courses from your computer, tablet or mobile device</li><li>CPD accredited Courses - improve the chance of gaining professional skills</li></ul><p><strong>Curriculum : </strong></p><p><strong>Course 01: Python Programming for Everybody</strong></p><p>This Python's curriculum has been designed by experts with years of experience behind them. The Python course is extremely dynamic and well-paced to help you understand with ease. You'll discover how to master the skill while exploring relevant and essential topics.</p><p><strong>Module 01</strong></p><ul><li>A Installing Python</li><li>Documentation</li><li>Command Line</li></ul><p>And much more...</p><p><strong>Module 02</strong></p><ul><li>Additional Topics</li><li>If Elif Else</li><li>Iterable</li><li>For</li></ul><p>And much more...</p><p><strong>Module 03</strong></p><ul><li>Number Types</li><li>More Number Types</li><li>Strings</li><li>More Strings</li></ul><p>And much more...</p><p><strong>Module 04</strong></p><ul><li>Comprehensions</li><li>Definitions</li><li>Functions</li><li>Default Arguments</li></ul><p>And much more...</p><p><strong>Module 05</strong></p><ul><li>Function Objects</li><li>Lambda</li><li>Generators</li><li>Closures</li></ul><p>And much more...</p><p><strong>How will I get my Certificate?</strong></p><p>After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement.</p><ul><li><strong>PDF Certificate: Free (For The Title Course)</strong></li><li><strong>Hard Copy Certificate: Free (For The Title Course)</strong></li></ul><h2>
        
        <div>CPD</div>
    </h2>

                        <div id="cpd">
                            <div>
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                                    <div>
                                        140 CPD hours / points
                                    </div>
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                                            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>Anyone from any background can enrol in this bundle.</p>
                        </div><h2>
        
        <div>Requirements</div>
    </h2>

                        <div id="requirements">
                            <p>Our course is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices.</p>
                        </div><h2>
        
        <div>Career path</div>
    </h2>

                        <div id="career_path">
                            <p>Having this expertise will increase the value of your CV and open you up to multiple job sectors.</p>
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        <div>Certificates</div>
    </h2>

                        <div id="optional_extras">
                                    <h4>Certificate of completion</h4>
        <p>
            Hard copy certificate -
            Included
        </p>
            <div> <p>You will get the Hard Copy certificate for the title course (<strong>Python Programming for Everybody</strong>) absolutely Free! Other Hard Copy certificates are available for £10 each. </p><p>Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.</p> </div>
        <h4>Certificate of completion</h4>
        <p>
            Digital certificate -
            Included
        </p>
            <div> <p>You will get the PDF Certificate for the title course (<strong>Python Programming for Everybody</strong>) absolutely Free!</p> </div>

                        </div>

Apex Learning

Python Training Courses

Emsworth

Fareham

Havant

Portsmouth

Waterlooville

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;"><span style="color: rgb(0, 0, 0); box-sizing: border-box;" id="isPasted" fr-original-style="color: rgb(0, 0, 0);">Private tuition is the most flexible and convenient way to learn a language. We provide language private lessons on an individual basis for personal and/or professional reasons. Our personalised and engaging lessons will suit your needs, your goals and your interests. This will take into account the time you have, your level, and your learning style.</span></p>

Tertulia Language | Courses & Private Tuition

Business Spanish

Spanish

A Level Spanish

Language Teaching

Online Education

Teaching & Training

Spanish Private Tuition

General admission

Italian

Italian Cooking

Business Italian

Teaching Online

Italian Private Tuition

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				<p><span>Register on the ESL Games and Activities Certification today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career.</span></p><p><span>The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials.</span></p><p><span>Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a digital certificate as a proof of your course completion.</span></p><p><span>The ESL Games and Activities Certification is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones.</span></p><p><span>The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly!</span></p><h5><b>What You Get With The ESL Games and Activities Certification </b></h5><ul><li><span>Receive a e-certificate upon successful completion of the course</span></li><li><span>Get taught by experienced, professional instructors</span></li><li><span>Study at a time and pace that suits your learning style</span></li><li><span>Get instant feedback on assessments </span></li><li><span>24/7 help and advice via email or live chat</span></li><li><span>Get full tutor support on weekdays (Monday to Friday)</span></li></ul>					</div>
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				<div id="course-home"><div><p><span>The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace.</span></p><p><span>You are taught through a combination of</span></p><ul><li><span>Video lessons</span></li><li><span>Online study materials</span></li></ul></div></div>					</div>
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				<p><span>After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post.</span></p>					</div>
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				<p><span>The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge.</span></p>					</div>
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				<p><span>The online training is open to all students and has no formal entry requirements. To study the ESL Games and Activities Certification, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16.</span></p>					</div>
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				<h3>Course Content</h3>

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					<td colspan="4">Introduction to the course: Welcome!</td>
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					<td>NEW promo intro for games and activities course FINALLY DONECUT</td>
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					<td><span><i></i> 00:02:00</span></td>
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					<td colspan="4">ESL games : Overview and Understanding</td>
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					<td>Introduction to ESL games: Overview and Understanding</td>
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					<td><span><i></i> 00:02:00</span></td>
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					<td>Unit 1: ESL games : Overview and understanding</td>
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					<td><span><i></i> 00:16:00</span></td>
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					<td colspan="4">ESL Essential Classroom Items</td>
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					<td>Introduction To ESL Games: Essential Classroom Items</td>
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					<td><span><i></i> 00:01:00</span></td>
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					<td><span><i></i> 00:11:00</span></td>
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					<td colspan="4">ESL Games: Creating simple games from scratch.</td>
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					<td>Introduction to ESL Games: Creating simple games from scratch.</td>
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					<td><span><i></i> 00:02:00</span></td>
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					<td>ESL Games: Creating simple games from scratch.</td>
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					<td><span><i></i> 00:09:00</span></td>
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					<td colspan="4">ESL Games: Games, Games, Games.</td>
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					<td>ESL Games : Games, Games, Games , Introduction</td>
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					<td> </td>
					<td><span><i></i> 00:03:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Last to touch</td>
					<td> </td>
					<td><span><i></i> 00:02:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Passing Pairs</td>
					<td> </td>
					<td><span><i></i> 00:03:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Paper Skiing</td>
					<td> </td>
					<td><span><i></i> 00:02:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Pick Up Cards Activitiy</td>
					<td> </td>
					<td><span><i></i> 00:02:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Race And Draw</td>
					<td> </td>
					<td><span><i></i> 00:02:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Shoot the Pig</td>
					<td> </td>
					<td><span><i></i> 00:02:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Sit On Me.</td>
					<td> </td>
					<td><span><i></i> 00:03:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Teacher Says.</td>
					<td> </td>
					<td><span><i></i> 00:02:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Hop Scotch.</td>
					<td> </td>
					<td><span><i></i> 00:02:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>London Bridge.</td>
					<td> </td>
					<td><span><i></i> 00:02:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Build The Words</td>
					<td> </td>
					<td><span><i></i> 00:04:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Naughts and Crosses.</td>
					<td> </td>
					<td><span><i></i> 00:03:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Magnet Rolling</td>
					<td> </td>
					<td><span><i></i> 00:03:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Resources</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Resource - ESL Games and Activities Certification</td>
					<td> </td>
					<td><span><i></i> 00:00:00</span></td>
				</tr>
				</tbody></table></div>

			</div>
			<h2>Frequently Asked Questions</h2>
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                                        For this course, you will have access to the course
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                                    Can I switch courses or get a refund if I'm not satisfied
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                                    What if I have technical issues or difficulties with the
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Janets

English Language Teaching

Certificate in Further Education & Training (Cert Ed)

Certificate in Education & Training (CET)

ESOL (English for Speakers of Other Languages)

ESOL Teacher

ICDL (International Certification of Digital Literacy)

ESL Games and Activities Certification

<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

Learn BDD with SpecFlow (based on Gherkin) and Selenium WebDriver with C# alongwith an Intro to UnitTesting and TDD with TestStack.White

Automate Application with Specflow and Selenium WebDriver C#

<strong>Implement machine learning-based clustering and classification in Python for pattern recognition and data analysis</strong>
        <p>In this age of big data, companies across the globe use Python to sift through the avalanche of information at their disposal. By becoming proficient in unsupervised and supervised learning in Python, you can give your company a competitive edge and level up in your career. This course will give you a robust grounding in clustering and classification, the main aspects of machine learning.

The course consists of 7 sections that will help you master Python machine learning. You'll begin with an introduction to Python data science and Anaconda, which is a powerful Python-driven framework for data science. Next, you'll delve into Pandas and read data structures, including CSV, Excel, and HTML data. As you advance, you'll perform data cleaning and munging to remove NAs\no data and discover how to handle conditional data, group by attributes, and do much more. You'll also grasp basic concepts of unsupervised learning such as K-means clustering and its implementation on the Iris dataset. The course will take you through the theory of dimension reduction and feature selection for machine learning and help you understand Principal Component Analysis (PCA) using two case studies. You'll get to grips with the linear and non-linear classification of SVM along with Gradient Boosting Machine (GBM) and Naive Bayes Classification. Finally, you'll explore neural networks and discover the powerful H20 framework and for deep learning classification. Additionally, you'll learn about perceptrons and Artificial Neural Networks (ANN) for binary classification.
By the end of this course, you'll be able to use packages such as NumPy, Pandas, and Matplotlib to work with real data in Python.

All code and supporting files for this course are available at 
https://github.com/sanjanapackt/PacktPublishing-Clustering-and-Classification-with-Machine-Learning-in-Python.</p>
        <h2>What You Will Learn</h2><p>Harness the power of Anaconda/iPython for practical data science<br>Read data into the Python environment from different sources<br>Carry out basic data preprocessing and wrangling in Python<br>Implement unsupervised/clustering techniques such as k-means clustering<br>Get to grips with dimensionality reduction techniques and feature selection<br>Implement supervised learning/classification techniques such as random forests<br>Explore neural network- and deep learning-based classification<br></p>
        <h2>Audience</h2><p>If you want to build data science applications in the Python environment, this book is for you. You'll also find this book helpful if you want to learn how to implement unsupervised learning on real data using Python, or if you're a student looking to get started with artificial neural networks and deep learning.</p>
        <h2>Approach</h2><p>This course is full of interesting and illustrative examples and easy-to-understand theory to help you implement a real-world concept in every lecture. It covers hands-on methods to simplify and address even the most difficult concepts in Python using minimal jargon.</p>
        <h2>Key Features</h2><p>Explore the most important Python data science concepts and packages, including Pandas * Master the Anaconda framework and use it to implement clustering and classification models on your data * Get to grips with data science fundamentals and understand which models should be used when * </p>
        <h2>Github Repo</h2><p>https://github.com/packtpublishing/clustering-and-classification-with-machine-learning-in-r</p>
        <h2>About the Author</h2><h3>Minerva Singh</h3><p>Minerva Singh is a PhD graduate from Cambridge University where she specialized in Tropical Ecology. She is also a part-time Data Scientist. As part of her research, she must carry out extensive data analysis, including spatial data analysis. For this purpose, she prefers to use a combination of freeware tools: R, QGIS, and Python. She does most of her spatial data analysis work using R and QGIS. Apart from being free, these are very powerful tools for data visualization, processing, and analysis. She also holds an MPhil degree in Geography and Environment from Oxford University. She has honed her statistical and data analysis skills through several MOOCs, including The Analytics Edge and Statistical. In addition to spatial data analysis, she is also proficient in statistical analysis, machine learning, and data mining.</p>
        <h2>Course Outline</h2><h4>1. INTRODUCTION TO THE COURSE: The Key Concepts and Software Tools</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Welcome to Clustering & Classification with Machine Learning in Python</p><p style='margin: 0'>INTRODUCTION TO THE COURSE: The Key Concepts and Software Tools: Welcome to Clustering & Classification with Machine Learning in Python</p></td></tr><tr><td style='padding: 15px;'><p>2. What is Machine Learning?</p><p style='margin: 0'>INTRODUCTION TO THE COURSE: The Key Concepts and Software Tools: What is Machine Learning?</p></td></tr><tr><td style='padding: 15px;'><p>3. Python Data Science Environment</p><p style='margin: 0'>INTRODUCTION TO THE COURSE: The Key Concepts and Software Tools: Python Data Science Environment</p></td></tr><tr><td style='padding: 15px;'><p>4. For Mac Users</p><p style='margin: 0'>INTRODUCTION TO THE COURSE: The Key Concepts and Software Tools: For Mac Users</p></td></tr><tr><td style='padding: 15px;'><p>5. IPython in Browser</p><p style='margin: 0'>INTRODUCTION TO THE COURSE: The Key Concepts and Software Tools: IPython in Browser</p></td></tr><tr><td style='padding: 15px;'><p>6. Python Data Science Packages to Be Used</p><p style='margin: 0'>INTRODUCTION TO THE COURSE: The Key Concepts and Software Tools: Python Data Science Packages to Be Used</p></td></tr></tbody></table><br><h4>2. Read in Data from Different Sources with Pandas</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. What are Pandas?</p><p style='margin: 0'>Read in Data from Different Sources with Pandas: What are Pandas?</p></td></tr><tr><td style='padding: 15px;'><p>2. Read in Data from CSV</p><p style='margin: 0'>Read in Data from Different Sources with Pandas: Read in Data from CSV</p></td></tr><tr><td style='padding: 15px;'><p>3. Read in Online CSV</p><p style='margin: 0'>Read in Data from Different Sources with Pandas: Read in Online CSV</p></td></tr><tr><td style='padding: 15px;'><p>4. Read in Excel Data</p><p style='margin: 0'>Read in Data from Different Sources with Pandas: Read in Excel Data</p></td></tr><tr><td style='padding: 15px;'><p>5. Read in HTML Data</p><p style='margin: 0'>Read in Data from Different Sources with Pandas: Read in HTML Data</p></td></tr><tr><td style='padding: 15px;'><p>6. Read in Data from Databases</p><p style='margin: 0'>Read in Data from Different Sources with Pandas: Read in Data from Databases</p></td></tr></tbody></table><br><h4>3. Data Cleaning & Munging</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Remove Missing Values</p><p style='margin: 0'>Data Cleaning & Munging: Remove Missing Values</p></td></tr><tr><td style='padding: 15px;'><p>2. Conditional Data Selection</p><p style='margin: 0'>Data Cleaning & Munging: Conditional Data Selection</p></td></tr><tr><td style='padding: 15px;'><p>3. Data Grouping</p><p style='margin: 0'>Data Cleaning & Munging: Data Grouping</p></td></tr><tr><td style='padding: 15px;'><p>4. Data Sub setting</p><p style='margin: 0'>Data Cleaning & Munging: Data sub setting</p></td></tr><tr><td style='padding: 15px;'><p>5. Ranking & Sorting</p><p style='margin: 0'>Data Cleaning & Munging: Ranking & Sorting</p></td></tr><tr><td style='padding: 15px;'><p>6. Concatenate</p><p style='margin: 0'>Data Cleaning & Munging: Concatenate</p></td></tr><tr><td style='padding: 15px;'><p>7. Merging & Joining Data Frames</p><p style='margin: 0'>Data Cleaning & Munging: Merging & Joining Data Frames</p></td></tr></tbody></table><br><h4>4. Unsupervised Learning in Python</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Unsupervised Classification- Some Basic Concepts</p><p style='margin: 0'>Unsupervised Learning in Python: Unsupervised Classification- Some Basic Concepts</p></td></tr><tr><td style='padding: 15px;'><p>2. K-Means Clustering: Theory</p><p style='margin: 0'>Unsupervised Learning in Python: K-Means Clustering: Theory</p></td></tr><tr><td style='padding: 15px;'><p>3. Implement K-Means on the Iris Data</p><p style='margin: 0'>Unsupervised Learning in Python: Implement K-Means on the Iris Data</p></td></tr><tr><td style='padding: 15px;'><p>4. Quantifying K-Means Clustering Performance</p><p style='margin: 0'>Unsupervised Learning in Python: Quantifying K-Means Clustering Performance</p></td></tr><tr><td style='padding: 15px;'><p>5. K-Means Clustering with Real Data</p><p style='margin: 0'>Unsupervised Learning in Python: K-Means Clustering with Real Data</p></td></tr><tr><td style='padding: 15px;'><p>6. How to Select the Optimal Number of Clusters?</p><p style='margin: 0'>Unsupervised Learning in Python: How to Select the Optimal Number of Clusters?</p></td></tr><tr><td style='padding: 15px;'><p>7. Gaussian Mixture Modelling (GMM)</p><p style='margin: 0'>Unsupervised Learning in Python: Gaussian Mixture Modelling (GMM)</p></td></tr><tr><td style='padding: 15px;'><p>8. Hierarchical Clustering-theory</p><p style='margin: 0'>Unsupervised Learning in Python: Hierarchical Clustering-theory</p></td></tr><tr><td style='padding: 15px;'><p>9. Hierarchical Clustering-practical</p><p style='margin: 0'>Unsupervised Learning in Python: Hierarchical Clustering-practical</p></td></tr></tbody></table><br><h4>5. Dimension Reduction & Feature Selection for Machine Learning</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Principal Component Analysis (PCA)-Theory</p><p style='margin: 0'>Dimension Reduction & Feature Selection for Machine Learning: Principal Component Analysis (PCA)-Theory</p></td></tr><tr><td style='padding: 15px;'><p>2. Principal Component Analysis (PCA)-Case Study 1</p><p style='margin: 0'>Dimension Reduction & Feature Selection for Machine Learning: Principal Component Analysis (PCA)-Case Study 1</p></td></tr><tr><td style='padding: 15px;'><p>3. Principal Component Analysis (PCA)-Case Study 2</p><p style='margin: 0'>Dimension Reduction & Feature Selection for Machine Learning: Principal Component Analysis (PCA)-Case Study 2</p></td></tr><tr><td style='padding: 15px;'><p>4. Linear Discriminant Analysis (LDA) for Dimension Reduction</p><p style='margin: 0'>Dimension Reduction & Feature Selection for Machine Learning: Linear Discriminant Analysis (LDA) for Dimension Reduction</p></td></tr><tr><td style='padding: 15px;'><p>5. t-SNE Dimension Reduction</p><p style='margin: 0'>Dimension Reduction & Feature Selection for Machine Learning: t-SNE Dimension Reduction</p></td></tr><tr><td style='padding: 15px;'><p>6. Feature Selection to Select the Most Relevant Predictors</p><p style='margin: 0'>Dimension Reduction & Feature Selection for Machine Learning: Feature Selection to Select the Most Relevant Predictors</p></td></tr><tr><td style='padding: 15px;'><p>7. Recursive Feature Elimination (RFE)</p><p style='margin: 0'>Dimension Reduction & Feature Selection for Machine Learning: Recursive Feature Elimination (RFE)</p></td></tr></tbody></table><br><h4>6. Supervised Learning: Classification</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Concepts Behind Supervised Learning</p><p style='margin: 0'>Supervised Learning: Classification: Concepts Behind Supervised Learning</p></td></tr><tr><td style='padding: 15px;'><p>2. Data Preparation for Supervised Learning</p><p style='margin: 0'>Supervised Learning: Classification: Data Preparation for Supervised Learning</p></td></tr><tr><td style='padding: 15px;'><p>3. Pointers on Evaluating the Accuracy of Classification Modelling</p><p style='margin: 0'>Supervised Learning: Classification: Pointers on Evaluating the Accuracy of Classification Modelling</p></td></tr><tr><td style='padding: 15px;'><p>4. Using Logistic Regression as a Classification Model</p><p style='margin: 0'>Supervised Learning: Classification: Using Logistic Regression as a Classification Model</p></td></tr><tr><td style='padding: 15px;'><p>5. kNN- Classification</p><p style='margin: 0'>Supervised Learning: Classification: kNN- Classification</p></td></tr><tr><td style='padding: 15px;'><p>6. Naive Bayes Classification</p><p style='margin: 0'>Supervised Learning: Classification: Naive Bayes Classification</p></td></tr><tr><td style='padding: 15px;'><p>7. Linear Discriminant Analysis</p><p style='margin: 0'>Supervised Learning: Classification: Linear Discriminant Analysis</p></td></tr><tr><td style='padding: 15px;'><p>8. SVM- Linear Classification</p><p style='margin: 0'>Supervised Learning: Classification: SVM- Linear Classification</p></td></tr><tr><td style='padding: 15px;'><p>9. Non-Linear SVM Classification</p><p style='margin: 0'>Supervised Learning: Classification: Non-Linear SVM Classification</p></td></tr><tr><td style='padding: 15px;'><p>10. RF-Classification</p><p style='margin: 0'>Supervised Learning: Classification: RF-Classification</p></td></tr><tr><td style='padding: 15px;'><p>11. Gradient Boosting Machine (GBM)</p><p style='margin: 0'>Supervised Learning: Classification: Gradient Boosting Machine (GBM)</p></td></tr><tr><td style='padding: 15px;'><p>12. Voting Classifier</p><p style='margin: 0'>Supervised Learning: Classification: Voting Classifier</p></td></tr></tbody></table><br><h4>7. Neural Networks and Deep Learning Based Classification Techniques</h4><p></p><table width='100%'><tbody><tr><td style='padding: 15px;'><p>1. Perceptrons for Binary Classification</p><p style='margin: 0'>Neural Networks and Deep Learning Based Classification Techniques: Perceptrons for Binary Classification</p></td></tr><tr><td style='padding: 15px;'><p>2. Artificial Neural Networks (ANN) for Binary Classification</p><p style='margin: 0'>Neural Networks and Deep Learning Based Classification Techniques: Artificial Neural Networks (ANN) for Binary Classification</p></td></tr><tr><td style='padding: 15px;'><p>3. Multi-class Classification With MLP</p><p style='margin: 0'>Neural Networks and Deep Learning Based Classification Techniques: Multi-class Classification With MLP</p></td></tr><tr><td style='padding: 15px;'><p>4. Introduction to H20</p><p style='margin: 0'>Neural Networks and Deep Learning Based Classification Techniques: Introduction to H20</p></td></tr><tr><td style='padding: 15px;'><p>5. Use H20 for Deep Learning Classification</p><p style='margin: 0'>Neural Networks and Deep Learning Based Classification Techniques: Use H20 for Deep Learning Classification</p></td></tr><tr><td style='padding: 15px;'><p>6. H20 Deep Learning for Classification</p><p style='margin: 0'>Neural Networks and Deep Learning Based Classification Techniques: H20 Deep Learning for Classification</p></td></tr></tbody></table>

Implement machine learning-based clustering and classification in Python for pattern recognition and data analysis

Clustering and Classification with Machine Learning in Python

<p id="isPasted" fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">These short-courses are designed to provide a snapshot into the key areas of the language for a variety of levels. &nbsp;Designed to be self-contained; you will not be required to purchase textbooks or extra materials; everything you need will be provided, including access to my online learning materials. &nbsp;You will also receive the PowerPoint slides, the agenda for the following week &amp; any homework set after each class. &nbsp;</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">I have designed all the slides myself for thee 10-week courses, as I wanted to use my 10+ years of experience to develop something different from the traditional &ldquo;here&rsquo;s a textbook&rdquo; approach that lots of evening classes use. &nbsp;This class is designed to get you speaking in a way that will propel you forward with your language skills in practical settings.&nbsp;</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Each learner is entitled to a <strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">free 15-minute introduction session</strong> on Zoom so that we can get to know each other and assess your current level. &nbsp;I will also talk you through the controls on Zoom if you are not familiar with how to use it. &nbsp;</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Each course is comprised of 10 x 1 hour sessions. &nbsp;The groups will contain approximately 3-4 students (with an absolute maximum of 6 students) and are designed to encourage learners to strengthen their speaking skills in a relaxed, friendly atmosphere &amp; learn language skills in a social environment. &nbsp;If you miss a session, it may be possible to join another class running the same session at another time that week, or you can request receiving the learning materials via email. &nbsp;</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">The courses are designed to have practical application for travel &amp; learning for personal interest. &nbsp;I firmly believe having a grammar component is key for long-term success with learning a language, but I promise to break it down so that it isn&rsquo;t overwhelming!</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">When a 10-week course finishes, it will be followed by three weeks of optional revision classes. &nbsp;After this, you can simply choose to join the next level course, until you reach a level where you can join our conversation classes.</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">You may also like to consider a blended learning approach; group classes are friendlier for your budget than private one-to-one tuition, but top up any time with one of my <a href="http://www.pronouncelanguages.co.uk/online-lessons" target="" fr-original-style="" style="user-select: auto; font-size: var(--font-size); box-sizing: border-box; cursor: pointer; text-decoration: inherit;">private lessons</a> to consolidate your learning, ask further questions, revisiting themes or investigate a topic of particular interest to you that may not be covered in the short course.  </p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">This second course from Pronounce Languages is designed for those who have already taken our Absolute Beginners course, or those who already have some existing knowledge of Spanish. &nbsp;It is strongly recommended that you discuss your level with your tutor before taking this course if you have not completed a class with us before.</p>

Pronounce Languages

An exciting 10-week course to build your Spanish skills from scratch.  Practical applications for travel & conversation.  Enlarge your vocabulary, improve your grammar in a pain-free, step-by-step way, working with a tutor with 10+ years' experience & a small group of learners.

10-week Spanish course for Beginners (level 2)

<p id="isPasted" fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">These short-courses are designed to provide a snapshot into the key areas of the language for a variety of levels. &nbsp;Designed to be self-contained; you will not be required to purchase textbooks or extra materials; everything you need will be provided, including access to my online learning materials. &nbsp;You will also receive the PowerPoint slides, the agenda for the following week &amp; any homework set after each class. &nbsp;</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">I have designed all the slides myself for thee 10-week courses, as I wanted to use my 10+ years of experience to develop something different from the traditional &ldquo;here&rsquo;s a textbook&rdquo; approach that lots of evening classes use. &nbsp;This class is designed to get you speaking in a way that will propel you forward with your language skills in practical settings.&nbsp;</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Each learner is entitled to a <strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">free 15-minute introduction session</strong> on Zoom so that we can get to know each other and assess your current level. &nbsp;I will also talk you through the controls on Zoom if you are not familiar with how to use it. &nbsp;</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Each course is comprised of 10 x 1 hour sessions. &nbsp;The groups will contain approximately 3-4 students (with an absolute maximum of 6 students) and are designed to encourage learners to strengthen their speaking skills in a relaxed, friendly atmosphere &amp; learn language skills in a social environment. &nbsp;If you miss a session, it may be possible to join another class running the same session at another time that week, or you can request receiving the learning materials via email. &nbsp;</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">The courses are designed to have practical application for travel &amp; learning for personal interest. &nbsp;I firmly believe having a grammar component is key for long-term success with learning a language, but I promise to break it down so that it isn&rsquo;t overwhelming!</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">When a 10-week course finishes, it will be followed by three weeks of optional revision classes. &nbsp;After this, you can simply choose to join the next level course, until you reach a level where you can join our conversation classes.</p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">You may also like to consider a blended learning approach; group classes are friendlier for your budget than private one-to-one tuition, but top up any time with one of my <a href="http://www.pronouncelanguages.co.uk/online-lessons" target="" fr-original-style="" style="user-select: auto; font-size: var(--font-size); box-sizing: border-box; cursor: pointer; text-decoration: inherit;">private lessons</a> to consolidate your learning, ask further questions, revisiting themes or investigate a topic of particular interest to you that may not be covered in the short course.  </p><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">This specific course is for those with little or no knowledge of the Spanish language.</p>

10-week Spanish course for Absolute Beginners (Level 1)

<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Vuoi far parte di un gruppo di amanti della lettura dei libri italiani? Unisciti a noi per una pausa caff&egrave; davanti a un buon libro.</p>

Tutor Ci

conversazione in italiano, gruppo di lettura in italiano. Italian book club

Italian book club (September 2024)

<div id="course-pills-1">Duration<p>3 Days</p><p>18 CPD hours</p>This course is intended for<p>The primary audience for this course is people who are moving into a database role, or whose role has expanded to include database technologies. Developers that deliver content from SQL Server databases will also benefit from this material.</p>Overview<p>After completing this course, you will be able to:<br />Describe key database concepts in the context of SQL Server<br />Describe database languages used in SQL Server<br />Describe data modelling techniques<br />Describe normalization and denormalization techniques<br />Describe relationship types and effects in database design<br />Describe the effects of database design on performance<br />Describe commonly used database objects</p><p>This course is provided as an introductory class for anyone getting started with databases. It will be useful to programmers and other IT professionals whose job roles are expanding into database management. Students will learn fundamental database concepts through demonstrations and hands-on labs on a SQL Server instance.<br />This material updates and replaces course Microsoft course 10985 which was previously published under the same title.</p></div><div id="course-pills-2"><h4>Module 1: Introduction to databases</h4><ul><li>Introduction to Relational Databases</li><li>Other Databases and Storage</li><li>Data Analysis</li><li>SQL Server Database Languages</li></ul><h4>Module 2: Data Modeling</h4><ul><li>Data Modelling</li><li>Designing a Database</li><li>Relationship Modeling</li></ul><h4>Module 3: Normalization</h4><ul><li>Fundamentals of Normalization</li><li>Normal Form</li><li>Denormalization</li></ul><h4>Module 4: Relationships</h4><ul><li>Introduction to Relationships</li><li>Planning Referential Integrity</li></ul><h4>Module 5: Performance</h4><ul><li>Indexing</li><li>Query Performance</li><li>Concurrency</li></ul><h4>Module 6: Database Objects</h4><ul><li>Tables</li><li>Views</li><li>Stored Procedures, Triggers and Functions</li></ul></div>

Nexus Human

Microsoft SQL Server

Microsoft SQL

AWS Certified Database

SQL Server

Trainers Course

Database Administration

55315: Introduction to SQL Databases

<div>
	[vc_row][vc_column][vc_column_text]
<h3><b>Description:</b></h3>
<p><span>Are you planning to move to another country, or are you travelling for a substantial length of time? Do you want to learn a second language to kickstart a new career? Many people these days learn another language, as m</span><b>any businesses require employees to speak more than one language</b><span>, such as in law, international sales and intelligence.</span></p>
<p><span>This </span><b>Diploma in Learning Foreign Languages</b><span> course is designed for people who wish to learn a foreign language to immerse themselves in another culture or boost their professional development. This course will improve your basic language skills in writing, speaking and pronunciation. You will also learn about the most popular languages spoken around the world, including French, Spanish and Chinese. This online language learning course provides all the tools and training on how to </span><b>learn a foreign language in the fastest and most effective way</b><span>.</span></p>
<p><span>On successful completion, you will have the practical skills and knowledge to </span><b>kickstart a career in translating</b><span>, teaching abroad and many other related fields.</span></p>
<h3><b>Who is the course </b><b>for</b><b>?</b></h3>
<ul>
<li><span>This course is designed for the individuals who are interested in learning different languages.</span></li>
<li><span>For people who love to travel to different parts of the world. </span></li>
<li><span>For people who are looking for professional upgrades. </span></li>
</ul>
<h3><b>Entry Requirement:</b></h3>
<ul>
<li><span>This course is available to all learners, of all academic backgrounds. </span></li>
<li><span>Learners should be aged 16 or over to undertake the qualification.</span></li>
<li><span>Good understanding of English language, numeracy and ICT are required to attend this course.</span></li>
</ul>
<h3><strong>Assessment: </strong></h3>
<ul>
<li>At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful.</li>
<li>Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam.</li>
</ul>
<h3><strong>Certification:</strong></h3>
<ul>
<li>After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24.</li>
<li>PDF certificate's turnaround time is 24 hours and for the hardcopy certificate, it is 3-9 working days.</li>
</ul>
<h3><strong>Why choose us?</strong></h3>
<ul>
<li>Affordable, engaging &amp; high-quality e-learning study materials;</li>
<li>Tutorial videos/materials from the industry leading experts;</li>
<li>Study in a user-friendly, advanced online learning platform;</li>
<li>Efficient exam systems for the assessment and instant result;</li>
<li>The UK &amp; internationally recognized accredited qualification;</li>
<li>Access to course content on mobile, tablet or desktop from anywhere anytime;</li>
<li>The benefit of career advancement opportunities;</li>
<li>24/7 student support via email.</li>
</ul>
<h3><b>Career Path:</b></h3>
<p><span>Diploma in Learning Foreign Languages course is a useful qualification to possess, and would be beneficial for the following careers:</span></p>
<ul>
<li><span>Teacher for foreign languages</span></li>
<li><span>Translator</span></li>
<li><span>Work at customer service desks </span></li>
<li><span>Online content creator</span></li>
<li><span>Foreign civil  services</span></li>
<li><span>Airline services  </span></li>
<li><span> Editing and publishing</span></li>
<li><span>Event manager</span></li>
<li><span>Hotel management </span></li>
<li><span>Import export specialist </span></li>
<li><span>Nursing.</span></li>
</ul>
[/vc_column_text][/vc_column][/vc_row]
		</div><table width="100%">				<tbody><tr>
					<td colspan="4">Diploma in Learning Foreign Languages</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Introduction</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>How to have fun on Learning Foreign Languages through Training</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Speaking Easy in Foreign Language Training</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>How long will it take to learn a new language?</td>
					<td> </td>
					<td><span><i></i> 00:30:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>How do I find the programs suitable for my style of learning?</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>How cognates apply in foreign language training</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>The Basic Methods in Foreign Language Training</td>
					<td> </td>
					<td><span><i></i> 00:30:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Foreign Language Training in Psychology</td>
					<td> </td>
					<td><span><i></i> 00:30:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>The Mind Maps in Learning Foreign Language through Training</td>
					<td> </td>
					<td><span><i></i> 01:00:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Verb Stem Forms in German Language Learned in Foreign Training</td>
					<td> </td>
					<td><span><i></i> 00:30:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Business in Foreign Language Training</td>
					<td> </td>
					<td><span><i></i> 00:30:00</span></td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Conclusion</td>
					<td> </td>
					<td><span><i></i> 00:15:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Mock Exam</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Mock Exam- Diploma in Learning Foreign Languages</td>
					<td> </td>
					<td><span><i></i> 00:20:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Final Exam</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Final Exam- Diploma in Learning Foreign Languages</td>
					<td> </td>
					<td><span><i></i> 00:20:00</span></td>
				</tr>
								<tr>
					<td colspan="4">Certificate and Transcript</td>
				</tr>
								<tr>
					<td><i></i></td>
					<td>Order Your Certificates and Transcripts</td>
					<td> </td>
					<td><span><i></i> 00:00:00</span></td>
				</tr>
				</tbody></table>

John Academy

Learning & Development

English as a Foreign Language (EFL)

Diploma in Learning Foreign Languages

Online Course Marketing

Online Course Creation

Professional Skills Course (PSC)

European Computer Driving Licence (ECDL)

European Languages Training Bundle (5 Languages Masterclass)

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

Microsoft AZ-900

Microsoft AZ-104

Microsoft Azure

Microsoft AZ-303

Microsoft AZ-700

CompTIA Security+

AZ-500T00 Microsoft Azure Security Technologies

<div id="course-pricing" fr-original-style="" style="box-sizing: border-box;"><span style="font-size: 16px; box-sizing: border-box;" fr-original-style="font-size: 16px;">Be a certified TESOL and starts teaching with the Teaching English to Speakers of Other Languages (TESOL) course.</span></div><div fr-original-style="" style="box-sizing: border-box;"><span style="font-size: 16px; box-sizing: border-box;" fr-original-style="font-size: 16px;">
</span><p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">TESOL stands for Teaching English to Speakers of Other Languages and encompasses what used to be called TEFL (Teaching English as a Foreign Language) and TESL (Teaching English as a Second Language). Getting a TESOL course opens your door to travel around the world and make your living better by teaching the English language.</p>
<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">The course covers the mandatory aspect of TESOL and teaches you how to teach English. Teaching English does not include only the lexical, grammatical or pragmatic use of the language. It also includes the techniques of motivating your students, creating an anxiety-free zone for your learners and managing the classroom, etc. The course explains all these issues along with the necessary skills for teaching grammar, listening, speaking, reading, and writing. Finally, the course shows you the path to get hired abroad.</p>
<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Upon completion, you will be able to teach English properly and confidently.</p>
<h3 fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Who is this course for?</strong></h3>
<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Teaching English to Speakers of Other Languages (TESOL) is suitable for anyone who want to gain extensive knowledge, potential experience and professional skills in the related field. This course is CPD accredited so you don&#39;t have to worry about the quality.</p>
<h3 fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Requirements</strong></h3>
<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">Our Teaching English to Speakers of Other Languages (TESOL) is open to all from all academic backgrounds and there is no specific requirements to attend this course. It is compatible and accessible from any device including Windows, Mac, Android, iOS, Tablets etc.</p>
<h3 fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">CPD Certificate from Course Gate&nbsp;</strong></h3>
<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for &pound;9 and the hard copy for &pound;15. Also, you can order both PDF and hardcopy certificates for &pound;22.</p>
<h3 fr-original-style="" style="box-sizing: border-box;"><strong fr-original-style="" style="font-weight: 700; box-sizing: border-box;">Career path</strong></h3>
<p fr-original-style="" style="color: var(--text); font-size: var(--font-size); box-sizing: border-box;">This course opens a new door for you to enter the relevant job market and also gives you the opportunity to acquire extensive knowledge along with required skills to become successful. You will be able to add our qualification to your CV/resume which will help you to stand out in the competitive job industry.</p>
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Course Curriculum
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<table width="100%" fr-original-style="" style="border: none; border-collapse: collapse; empty-cells: show; max-width: 100%; box-sizing: border-box;"><tbody fr-original-style="" style="box-sizing: border-box;"><tr fr-original-style="" style="box-sizing: border-box;"><td colspan="4" fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);">Teaching English to Speakers of Other Languages (TESOL)</td></tr>
<tr fr-original-style="" style="box-sizing: border-box;"><td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"><br fr-original-style="" style="box-sizing: border-box;"></td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);">Introduction to Teaching English</td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> </td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> 00:45:00</td></tr>
<tr fr-original-style="" style="box-sizing: border-box;"><td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"><br fr-original-style="" style="box-sizing: border-box;"></td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);">Linguistics Basics</td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> </td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> 00:45:00</td></tr>
<tr fr-original-style="" style="box-sizing: border-box;"><td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"><br fr-original-style="" style="box-sizing: border-box;"></td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);">Working&nbsp;With a&nbsp;Variety of&nbsp;Approaches</td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> </td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> 01:00:00</td></tr>
<tr fr-original-style="" style="box-sizing: border-box;"><td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"><br fr-original-style="" style="box-sizing: border-box;"></td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);">Teaching Speaking</td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> </td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> 01:00:00</td></tr>
<tr fr-original-style="" style="box-sizing: border-box;"><td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"><br fr-original-style="" style="box-sizing: border-box;"></td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);">Teaching Listening</td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> </td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> 01:00:00</td></tr>
<tr fr-original-style="" style="box-sizing: border-box;"><td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"><br fr-original-style="" style="box-sizing: border-box;"></td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);">Teaching Reading</td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> </td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> 01:00:00</td></tr>
<tr fr-original-style="" style="box-sizing: border-box;"><td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"><br fr-original-style="" style="box-sizing: border-box;"></td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);">Teaching Writing</td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> </td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> 01:00:00</td></tr>
<tr fr-original-style="" style="box-sizing: border-box;"><td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"><br fr-original-style="" style="box-sizing: border-box;"></td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);">Planning Pedagogy</td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> </td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> 01:00:00</td></tr>
<tr fr-original-style="" style="box-sizing: border-box;"><td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"><br fr-original-style="" style="box-sizing: border-box;"></td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);">Planning Lessons</td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> </td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> 01:00:00</td></tr>
<tr fr-original-style="" style="box-sizing: border-box;"><td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"><br fr-original-style="" style="box-sizing: border-box;"></td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);">Managing Classrooms</td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> </td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> 01:00:00</td></tr>
<tr fr-original-style="" style="box-sizing: border-box;"><td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"><br fr-original-style="" style="box-sizing: border-box;"></td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);">Getting a job</td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> </td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> 01:00:00</td></tr>
<tr fr-original-style="" style="box-sizing: border-box;"><td colspan="4" fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);">Mock Exam</td></tr>
<tr fr-original-style="" style="box-sizing: border-box;"><td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"><br fr-original-style="" style="box-sizing: border-box;"></td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);">Mock Exam - Teaching English to Speakers of Other Languages (TESOL)</td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> </td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> 00:20:00</td></tr>
<tr fr-original-style="" style="box-sizing: border-box;"><td colspan="4" fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);">Final Exam</td></tr>
<tr fr-original-style="" style="box-sizing: border-box;"><td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"><br fr-original-style="" style="box-sizing: border-box;"></td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);">Final Exam - Teaching English to Speakers of Other Languages (TESOL)</td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> </td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> 00:20:00</td></tr>
<tr fr-original-style="" style="box-sizing: border-box;"><td colspan="4" fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);">Certificate and Transcript</td></tr>
<tr fr-original-style="" style="box-sizing: border-box;"><td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"><br fr-original-style="" style="box-sizing: border-box;"></td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);">Order Your Certificates or Transcripts</td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> </td>
<td fr-original-style="" style="min-width: 5px; box-sizing: border-box; user-select: text; border: 1px solid rgb(221, 221, 221);"> 00:00:00</td></tr></tbody></table></div>

</div>

Course Gate

TESOL

Teaching English

English as a Second Language

Teaching English to Speakers of Other Languages (TESOL)

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			<p>People these days opt for learning different languages for full-time careers. People working at different businesses at different positions are required to speak more than one languages. This course is designed for people who are willing to learn different languages. This course will bring out to you the basic writing, speaking techniques and pronunciation in the languages. You will also learn about the most popular languages spoken around the world. You will also be provided with the tools and training on how to learn a foreign language.</p>
<h3><b>Course Highlights</b></h3>
<p><b>Learning Foreign Languages Accredited Diploma</b><span> is an award winning and the best selling </span><b></b><span> course that has been given the CPD Certification &amp; IAO accreditation. It is the most suitable course anyone looking to work in this or relevant sector.</span></p>
<p><span>It is considered one of the perfect courses in the UK that can help students/learners to get familiar with the topic and gain necessary skills to perform well in this field. We have packed <strong>Learning Foreign Languages Accredited Diploma</strong> into </span><b>12</b><span> modules for teaching you everything you need to become successful in this profession.</span></p>
<p><span>To provide you ease of access, this course is designed for both part-time and full-time students. You can become accredited in just </span><b>9 hours, 15 minutes</b><span> and it is also possible to study at your own pace.</span></p>
<p><span>We have experienced tutors who will help you throughout the comprehensive syllabus of this course and answer all your queries through email.</span></p>
<p><span>For further clarification, you will be able to recognize your qualification by checking the validity from our dedicated website.</span></p>
<h3><b>Why You Should Choose</b><b> Learning Foreign Languages Accredited Diploma</b></h3>
<ul>
<li><span>Lifetime access to the course</span></li>
<li><span>No hidden fees or exam charges</span></li>
<li><span>CPD Accredited certification on successful completion</span></li>
<li><span>Full Tutor support on weekdays (Monday - Friday)</span></li>
<li><span>Efficient exam system, assessment and instant results</span></li>
<li><span>Download Printable PDF certificate immediately after completion</span></li>
<li><span>Obtain the original print copy of your certificate, dispatch the next working day for as little as £9.</span></li>
<li><span>Improve your chance of gaining professional skills and better earning potential.</span></li>
</ul>
<h3><b>Who is this Course for?</b></h3>
<p><b>Learning Foreign Languages Accredited Diploma </b><span>is CPD certified and IAO accredited. This makes it perfect for anyone trying to learn potential professional skills.</span></p>
<p><span>As there is no experience and qualification required for this course, it is available for all students from any academic backgrounds.</span></p>
<h3><b>Requirements</b></h3>
<p><span>Our</span><b> Learning Foreign Languages Accredited Diploma</b><span> is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation.</span></p>
<h3><b>Career Path</b></h3>
<p><span>You will be ready to enter the relevant job market after completing this course. You will be able to gain necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD and IAO accredited so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume. </span></p><table>				<tbody><tr>
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					<td><span><i></i> 01:00:00</span></td>
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					<td>How to have fun on Learning Foreign Languages through Training</td>
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					<td><span><i></i> 01:00:00</span></td>
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					<td>Speaking Easy in Foreign Language Training</td>
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					<td>How long will it take to learn a new language?</td>
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					<td>How do I find the programs suitable for my style of learning?</td>
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					<td>The Basic Methods in Foreign Language Training</td>
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					<td>Foreign Language Training in Psychology</td>
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					<td><span><i></i> 01:00:00</span></td>
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					<td>The Mind Maps in Learning Foreign Language through Training</td>
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					<td><span><i></i> 01:00:00</span></td>
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					<td>Verb Stem Forms in German Language Learned in Foreign Training</td>
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					<td><span><i></i> 00:30:00</span></td>
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					<td>Business in Foreign Language Training</td>
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					<td><span><i></i> 00:30:00</span></td>
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					<td>Conclusion</td>
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					<td><span><i></i> 00:15:00</span></td>
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					<td colspan="4">Mock Exam</td>
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					<td colspan="4">Final Exam</td>
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iStudy UK

Learning To Learn

Learning Foreign Languages Accredited Diploma

<div id="course-pills-1">Duration<p>5 Days</p><p>30 CPD hours</p>This course is intended for<p></p><p>This course is intended for IT Professionals who are already experienced in general Windows Server, Windows client, Azure, and Microsoft 365 administration, and who want to learn more about using Windows PowerShell for administration. No prior experience with any version of PowerShell or any scripting language is assumed. This course is also suitable for IT Professionals already experienced in server administration, including Microsoft Exchange Server, Microsoft SharePoint Server, and Microsoft SQL Server.</p><p></p><p></p><p>This course provides students with the fundamental knowledge and skills to use PowerShell for administering and automating administration of Windows servers. This course provides students the skills to identify and build the command they require to perform a specific task. In addition, students learn how to build scripts to accomplish advanced tasks such as automating repetitive tasks and generating reports. This course provides prerequisite skills supporting a broad range of Microsoft products, including Windows Server, Windows Client, Microsoft Azure, and Microsoft 365. In keeping with that goal, this course will not focus on any one of those products, although Windows Server, which is the common platform for all of those products, will serve as the example for the techniques this course teaches.</p><p></p>Prerequisites<p>Before attending this course, students must have: </p><ul><li>-Experience with Windows networking technologies and implementation.</li> <li>- Experience with Windows Server administration, maintenance, and troubleshooting.</li></ul><p></p></div><div id="course-pills-2"><h3>1 - Review Windows PowerShell</h3> <ul> <li>Learn about Windows PowerShell</li> <li>Get familiar with Windows PowerShell applications</li> <li>Identify factors to install and use Windows PowerShell</li> <li>Configure the Windows PowerShell console</li> <li>Configure the Windows PowerShell Integrated Scripting Environment (ISE)</li> <li>Use Visual Studio Code with PowerShell</li> </ul> <h3>2 - Understand the command syntax in Windows PowerShell</h3> <ul> <li>Discover the structure of PowerShell cmdlets</li> <li>Discover the parameters for using PowerShell cmdlets</li> <li>Review the tab completion feature in PowerShell</li> <li>Display the About files content in PowerShell</li> </ul> <h3>3 - Find commands and Get-Help in Windows PowerShell</h3> <ul> <li>Define modules in PowerShell</li> <li>Find cmdlets in PowerShell</li> <li>Use command aliases in PowerShell</li> <li>Use Show-Command and Get-Help in PowerShell</li> <li>Interpret the help file contents and update the local help content in PowerShell</li> </ul> <h3>4 - Manage Active Directory Domain Services using PowerShell cmdlets</h3> <ul> <li>Manage user accounts in PowerShell</li> <li>Manage groups and group memberships in PowerShell</li> <li>Manage computer accounts in PowerShell</li> <li>Manage organizational units and Active Directory objects in PowerShell</li> </ul> <h3>5 - Manage network service settings for Windows devices using PowerShell cmdlets</h3> <ul> <li>Manage IP addresses in PowerShell</li> <li>Manage IP routing in PowerShell</li> <li>Manage DNS clients in PowerShell</li> <li>Manage Windows Firewall settings in PowerShell</li> </ul> <h3>6 - Manage Windows Server settings using PowerShell cmdlets</h3> <ul> <li>Automate management tasks using the Group Policy management cmdlets</li> <li>Manage server roles and services using PowerShell cmdlets</li> <li>Manage Hyper-V Virtual Machines using PowerShell cmdlets</li> <li>Manage Internet Information Services using PowerShell cmdlets</li> </ul> <h3>7 - Manage settings for a local Windows machine using PowerShell cmdlets</h3> <ul> <li>Manage Windows 10 using PowerShell</li> <li>Manage permissions with PowerShell</li> </ul> <h3>8 - Understand the Windows PowerShell pipeline</h3> <ul> <li>Review Windows PowerShell pipeline and its output</li> <li>Discover object members in PowerShell</li> <li>Control the formatting of pipeline output</li> </ul> <h3>9 - Select, sort, and measure objects using the pipeline</h3> <ul> <li>Sort and group objects by property in the pipeline</li> <li>Measure objects in the pipeline</li> <li>Select a set of objects in the pipeline</li> <li>Select object properties in the pipeline</li> <li>Create and format calculated properties in the pipeline</li> </ul> <h3>10 - Filter objects out of the pipeline</h3> <ul> <li>Learn about the comparison operators in PowerShell</li> <li>Review basic filter syntax in the pipeline</li> <li>Review advanced filter syntax in the pipeline</li> <li>Optimize the filter performance in the pipeline</li> </ul> <h3>11 - Enumerate objects in the pipeline</h3> <ul> <li>Learn about enumerations in the pipeline</li> <li>Review basic syntax to enumerate objects in the pipeline</li> <li>Review advanced syntax to enumerate objects in the pipeline</li> </ul> <h3>12 - Send and pass data as output from the pipeline</h3> <ul> <li>Write pipeline data to a file</li> <li>Convert pipeline objects to other forms of data representation in PowerShell</li> <li>Control additional output options in PowerShell</li> </ul> <h3>13 - Pass pipeline objects</h3> <ul> <li>Pipeline parameter binding</li> <li>Identify ByValue parameters</li> <li>Pass data by using ByValue</li> <li>Pass data by using ByPropertyName</li> <li>Identify ByPropertyName parameters</li> <li>Use manual parameters to override the pipeline</li> <li>Use parenthetical commands</li> <li>Expand property values</li> </ul> <h3>14 - Connect with data stores using PowerShell providers</h3> <ul> <li>Define Windows PowerShell providers</li> <li>Review the built-in providers in PowerShell</li> <li>Access provider help in PowerShell</li> </ul> <h3>15 - Use PowerShell drives in PowerShell</h3> <ul> <li>Explain PowerShell drives in PowerShell</li> <li>Use PowerShell drive cmdlets in PowerShell</li> <li>Manage the file system in PowerShell</li> <li>Manage the registry in PowerShell</li> <li>Work with certificates in PowerShell</li> <li>Work with other PowerShell drives in PowerShell</li> </ul> <h3>16 - Review CIM and WMI</h3> <ul> <li>Review architecture of CIM and WMI</li> <li>Review repositories in CIM and WMI</li> <li>Locate online class documentation by using CIM and WMI cmdlets</li> </ul> <h3>17 - Query configuration information by using CIM and WMI</h3> <ul> <li>List local repository namespaces and classes by using CIM and WMI</li> <li>Query instances by using commands and WMI Query Language</li> <li>Connect to remote computers by using CIM and WMI cmdlets</li> <li>Query repository classes from remote computers by using CIMSession objects</li> </ul> <h3>18 - Query and manipulate repository objects by using CIM and WMI methods</h3> <ul> <li>Discover methods of repository objects by using CIM and WMI</li> <li>Locate class methods and documentation by using CIM and WMI</li> <li>Invoke methods of repository objects by using CIM and WMI</li> </ul> <h3>19 - Manage variables in Windows PowerShell scripts</h3> <ul> <li>Define variables in Windows PowerShell scripts</li> <li>Create variable names in Windows PowerShell scripts</li> <li>Assign values and types to variables in Windows PowerShell scripts</li> <li>Identify the methods and properties of variables in Windows PowerShell scripts</li> <li>Use string variables and methods in Windows PowerShell scripts</li> <li>Use date variables and methods in Windows PowerShell scripts</li> </ul> <h3>20 - Work with arrays and hash tables in Windows PowerShell scripts</h3> <ul> <li>Define an array in Windows PowerShell scripts</li> <li>Work with array lists in Windows PowerShell scripts</li> <li>Define hash tables in Windows PowerShell Scripts</li> <li>Work with hash tables in Windows PowerShell scripts</li> </ul> <h3>21 - Create and run scripts by using Windows PowerShell</h3> <ul> <li>Review Windows PowerShell scripts</li> <li>Modify scripts in the PowerShell Gallery</li> <li>Create scripts using Windows PowerShell</li> <li>Review the PowerShellGet module in Windows PowerShell</li> <li>Run scripts and set the execution policy in Windows PowerShell</li> <li>Review Windows PowerShell and AppLocker</li> <li>Sign the scripts digitally in Windows PowerShell</li> </ul> <h3>22 - Work with scripting constructs in Windows PowerShell</h3> <ul> <li>Review and use the ForEach loop in Windows PowerShell scripts</li> <li>Review and use the If construct in Windows PowerShell scripts</li> <li>Review and use the Switch construct in Windows PowerShell scripts</li> <li>Review the For construct in Windows PowerShell scripts</li> <li>Review other loop constructs in Windows PowerShell scripts</li> <li>Review Break and Continue in Windows PowerShell scripts</li> </ul> <h3>23 - Import data in different formats for use in scripts by using Windows PowerShell cmdlets</h3> <ul> <li>Use the Get-Content command in Windows PowerShell scripts</li> <li>Use the Import-Csv cmdlet in Windows PowerShell scripts</li> <li>Use the Import-Clixml cmdlet in Windows PowerShell scripts</li> <li>Use the ConvertFrom-Json cmdlet in Windows PowerShell scripts</li> </ul> <h3>24 - Use methods to accept user inputs in Windows PowerShell scripts</h3> <ul> <li>Identify values that might change in Windows PowerShell scripts</li> <li>Use the Read-Host cmdlet in Windows PowerShell scripts</li> <li>Use the Get-Credential cmdlet in Windows PowerShell scripts</li> <li>Use the Out-GridView cmdlet in Windows PowerShell scripts</li> <li>Pass parameters to a Windows PowerShell script</li> </ul> <h3>25 - Troubleshoot scripts and handle errors in Windows PowerShell</h3> <ul> <li>Interpret error messages generated for Windows PowerShell commands</li> <li>Add output to Windows PowerShell scripts</li> <li>Use breakpoints in Windows PowerShell scripts</li> <li>Interpret error actions for Windows PowerShell commands</li> </ul> <h3>26 - Use functions and modules in Windows PowerShell scripts</h3> <ul> <li>Review functions in Windows PowerShell scripts</li> <li>Use variable scope in Windows PowerShell scripts</li> <li>Create modules in Windows PowerShell scripts</li> <li>Use the dot sourcing feature in Windows PowerShell</li> </ul> <h3>27 - Manage single and multiple computers by using Windows PowerShell remoting</h3> <ul> <li>Review the remoting feature of Windows PowerShell</li> <li>Compare remoting with remote connectivity</li> <li>Review the remoting security feature of Windows PowerShell</li> <li>Enable remoting by using Windows PowerShell</li> <li>Use one-to-one remoting by using Windows PowerShell</li> <li>Use one-to-many remoting by using Windows PowerShell</li> <li>Compare remoting output with local output</li> </ul> <h3>28 - Use advanced Windows PowerShell remoting techniques</h3> <ul> <li>Review common remoting techniques of Windows PowerShell</li> <li>Send parameters to remote computers in Windows PowerShell</li> <li>Set access protection to variables, aliases, and functions by using the scope modifier</li> <li>Enable multi-hop remoting in Windows PowerShell</li> </ul> <h3>29 - Manage persistent connections to remote computers by using Windows PowerShell sessions</h3> <ul> <li>Review persistent connections in Windows PowerShell</li> <li>Create and manage persistent PSSessions by using Windows PowerShell</li> <li>Disconnect PSSessions by using Windows PowerShell</li> <li>Review the feature of implicit remoting in Windows PowerShell</li> </ul> <h3>30 - Review Azure PowerShell module</h3> <ul> <li>Review Azure PowerShell</li> <li>Review the benefits of the Azure PowerShell module</li> <li>Install the Azure PowerShell module</li> <li>Migrate Azure PowerShell from AzureRM to Azure</li> <li>Review Microsoft Azure Active Directory module for Windows PowerShell and Azure Active Directory PowerShell for Graph modules</li> </ul> <h3>31 - Review the features and tools for Azure Cloud Shell</h3> <ul> <li>Review the characteristics of Azure Cloud Shell</li> <li>Review the features and tools of Azure Cloud Shell</li> <li>Configure and experiment with Azure Cloud Shell</li> </ul> <h3>32 - Manage Azure resources with Windows PowerShell</h3> <ul> <li>Create a new Azure virtual machine by using Windows PowerShell commands</li> <li>Manage Azure virtual machines by using Windows PowerShell commands</li> <li>Manage Azure related storage by using Azure PowerShell</li> <li>Manage Azure subscriptions by using Azure PowerShell</li> </ul> <h3>33 - Manage users, groups, and licenses in Microsoft Entra ID by using Windows PowerShell</h3> <ul> <li>Review benefits to manage Microsoft 365 services by using Windows PowerShell</li> <li>Connect to the Microsoft 365 tenant by using Windows PowerShell</li> <li>Manage users in Microsoft 365 by using Windows PowerShell</li> <li>Manage groups in Microsoft 365 by using Windows PowerShell</li> <li>Manage roles in Microsoft 365 by using Windows PowerShell</li> <li>Manage licenses in Microsoft 365 by using Windows PowerShell</li> </ul> <h3>34 - Manage Exchange Online by using Windows PowerShell</h3> <ul> <li>Connect to Exchange Online by using Windows PowerShell</li> <li>Manage mailboxes in Exchange Online by using Windows PowerShell</li> <li>Manage resources in Exchange Online by using Windows PowerShell</li> <li>Manage admin roles in Exchange Online by using Windows PowerShell</li> </ul> <h3>35 - Manage SharePoint Online by using Windows PowerShell</h3> <ul> <li>Install and connect to SharePoint Online Management Shell by using Windows PowerShell</li> <li>Manage SharePoint Online users and groups by using Windows PowerShell</li> <li>Manage SharePoint sites by using Windows PowerShell</li> <li>Manage SharePoint Online external user sharing by using Windows PowerShell</li> </ul> <h3>36 - Manage Microsoft Teams by using Windows PowerShell</h3> <ul> <li>Review Microsoft Teams PowerShell module</li> <li>Install the Microsoft Teams PowerShell module</li> <li>Manage teams with Microsoft Teams PowerShell module</li> </ul> <h3>37 - Create and manage background jobs using Windows PowerShell</h3> <ul> <li>Define the types of background jobs in Windows PowerShell</li> <li>Start remote jobs and CIM/WMI jobs in Windows PowerShell</li> <li>Monitor jobs in Windows PowerShell</li> <li>Retrieve results for running jobs in Windows PowerShell</li> </ul> <h3>38 - Create and manage scheduled jobs using Windows PowerShell</h3> <ul> <li>Create and run Windows PowerShell scripts as scheduled tasks</li> <li>Define scheduled jobs in Windows PowerShell</li> <li>Create job option and job trigger objects in Windows PowerShell</li> <li>Create and register a scheduled job in Windows PowerShell</li> <li>Retrieve the results from a scheduled job in Windows PowerShell</li> </ul></div>

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