2379 Programming courses in Sheffield delivered Online

Learning Outcomes After completing this course, learners will be able to: Learn Python for data analysis using NumPy and Pandas Acquire a clear understanding of data visualisation using Matplotlib, Seaborn and Pandas Deepen your knowledge of Python for interactive and geographical potting using Plotly and Cufflinks Understand Python for data science and machine learning Get acquainted with Recommender Systems with Python Enhance your understanding of Python for Natural Language Processing (NLP) Description Whether you are from an engineering background or not you still can efficiently work in the field of data science and the machine learning sector, if you have proficient knowledge of Python. Since Python is the easiest and most used programming language, you can start learning this language now to advance your career with the Data Science And Machine Learning Using Python : A Bootcamp course. This course will give you a thorough understanding of the Python programming language. Moreover, it will show how can you use Python for data analysis and machine learning. Alongside that, from this course, you will get to learn data visualisation, and interactive and geographical plotting by using Python. The course will also provide detailed information on Python for data analysis, Natural Language Processing (NLP) and much more. Upon successful completion of this course, get a CPD- certificate of achievement which will enhance your resume and career. Certificate of Achievement 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.  Method of Assessment After completing this course, you will be provided with some assessment questions. To pass that assessment, you need to score at least 60%. Our experts will check your assessment and give you feedback accordingly. Career Path After completing this course, you can explore various career options such as Web Developer Software Engineer Data Scientist Machine Learning Engineer Data Analyst In the UK professionals usually get a salary of £25,000 - £30,000 per annum for these positions. Course Content Welcome, Course Introduction & overview, and Environment set-up Welcome & Course Overview 00:07:00 Set-up the Environment for the Course (lecture 1) 00:09:00 Set-up the Environment for the Course (lecture 2) 00:25:00 Two other options to setup environment 00:04:00 Python Essentials Python data types Part 1 00:21:00 Python Data Types Part 2 00:15:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1) 00:16:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2) 00:20:00 Python Essentials Exercises Overview 00:02:00 Python Essentials Exercises Solutions 00:22:00 Python for Data Analysis using NumPy What is Numpy? A brief introduction and installation instructions. 00:03:00 NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes. 00:28:00 NumPy Essentials - Indexing, slicing, broadcasting & boolean masking 00:26:00 NumPy Essentials - Arithmetic Operations & Universal Functions 00:07:00 NumPy Essentials Exercises Overview 00:02:00 NumPy Essentials Exercises Solutions 00:25:00 Python for Data Analysis using Pandas What is pandas? A brief introduction and installation instructions. 00:02:00 Pandas Introduction 00:02:00 Pandas Essentials - Pandas Data Structures - Series 00:20:00 Pandas Essentials - Pandas Data Structures - DataFrame 00:30:00 Pandas Essentials - Handling Missing Data 00:12:00 Pandas Essentials - Data Wrangling - Combining, merging, joining 00:20:00 Pandas Essentials - Groupby 00:10:00 Pandas Essentials - Useful Methods and Operations 00:26:00 Pandas Essentials - Project 1 (Overview) Customer Purchases Data 00:08:00 Pandas Essentials - Project 1 (Solutions) Customer Purchases Data 00:31:00 Pandas Essentials - Project 2 (Overview) Chicago Payroll Data 00:04:00 Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data 00:18:00 Python for Data Visualization using matplotlib Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach 00:13:00 Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials - Exercises Overview 00:06:00 Matplotlib Essentials - Exercises Solutions 00:21:00 Python for Data Visualization using Seaborn Seaborn - Introduction & Installation 00:04:00 Seaborn - Distribution Plots 00:25:00 Seaborn - Categorical Plots (Part 1) 00:21:00 Seaborn - Categorical Plots (Part 2) 00:16:00 Seborn-Axis Grids 00:25:00 Seaborn - Matrix Plots 00:13:00 Seaborn - Regression Plots 00:11:00 Seaborn - Controlling Figure Aesthetics 00:10:00 Seaborn - Exercises Overview 00:04:00 Seaborn - Exercise Solutions 00:19:00 Python for Data Visualization using pandas Pandas Built-in Data Visualization 00:34:00 Pandas Data Visualization Exercises Overview 00:03:00 Panda Data Visualization Exercises Solutions 00:13:00 Python for interactive & geographical plotting using Plotly and Cufflinks Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1) 00:19:00 Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2) 00:14:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview) 00:11:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions) 00:37:00 Capstone Project - Python for Data Analysis & Visualization Project 1 - Oil vs Banks Stock Price during recession (Overview) 00:15:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3) 00:17:00 Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview) 00:03:00 Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Introduction to ML - What, Why and Types.. 00:15:00 Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff 00:15:00 scikit-learn - Linear Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Linear Regression Model Hands-on (Part 2) 00:19:00 Good to know! How to save and load your trained Machine Learning Model! 00:01:00 scikit-learn - Linear Regression Model (Insurance Data Project Overview) 00:08:00 scikit-learn - Linear Regression Model (Insurance Data Project Solutions) 00:30:00 Python for Machine Learning - scikit-learn - Logistic Regression Model Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc. 00:10:00 scikit-learn - Logistic Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Logistic Regression Model - Hands-on (Part 2) 00:20:00 scikit-learn - Logistic Regression Model - Hands-on (Part 3) 00:11:00 scikit-learn - Logistic Regression Model - Hands-on (Project Overview) 00:05:00 scikit-learn - Logistic Regression Model - Hands-on (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn - K Nearest Neighbors Theory: K Nearest Neighbors, Curse of dimensionality . 00:08:00 scikit-learn - K Nearest Neighbors - Hands-on 00:25:00 scikt-learn - K Nearest Neighbors (Project Overview) 00:04:00 scikit-learn - K Nearest Neighbors (Project Solutions) 00:14:00 Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging. 00:18:00 scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1) 00:19:00 scikit-learn - Decision Tree and Random Forests (Project Overview) 00:05:00 scikit-learn - Decision Tree and Random Forests (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) Support Vector Machines (SVMs) - (Theory Lecture) 00:07:00 scikit-learn - Support Vector Machines - Hands-on (SVMs) 00:30:00 scikit-learn - Support Vector Machines (Project 1 Overview) 00:07:00 scikit-learn - Support Vector Machines (Project 1 Solutions) 00:20:00 scikit-learn - Support Vector Machines (Optional Project 2 - Overview) 00:02:00 Python for Machine Learning - scikit-learn - K Means Clustering Theory: K Means Clustering, Elbow method .. 00:11:00 scikit-learn - K Means Clustering - Hands-on 00:23:00 scikit-learn - K Means Clustering (Project Overview) 00:07:00 scikit-learn - K Means Clustering (Project Solutions) 00:22:00 Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Theory: Principal Component Analysis (PCA) 00:09:00 scikit-learn - Principal Component Analysis (PCA) - Hands-on 00:22:00 scikit-learn - Principal Component Analysis (PCA) - (Project Overview) 00:02:00 scikit-learn - Principal Component Analysis (PCA) - (Project Solutions) 00:17:00 Recommender Systems with Python - (Additional Topic) Theory: Recommender Systems their Types and Importance 00:06:00 Python for Recommender Systems - Hands-on (Part 1) 00:18:00 Python for Recommender Systems - - Hands-on (Part 2) 00:19:00 Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Natural Language Processing (NLP) - (Theory Lecture) 00:13:00 NLTK - NLP-Challenges, Data Sources, Data Processing .. 00:13:00 NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing 00:19:00 NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW. 00:19:00 NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes 00:13:00 NLTK - NLP - Pipeline feature to assemble several steps for cross-validation 00:09:00 Resources Resources - Data Science and Machine Learning using Python : A Bootcamp 00:00:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.

This course focuses on building the application and static website with the help of Next.js. Next.js is written on JavaScript, therefore, the individual will learn to develop the full-stack application CRUD, pagination, authentication, and more.

Discover the potential of ChatGPT and OpenAI API for language tasks such as summarization, translation, chat completion, and more. Explore the nuances of the OpenAI API, unravel its architecture, and master text generation capabilities. Whether you are a beginner or an expert, this course empowers you to apply these tools in the real world.

Authorization, authentication and user management are the mainstay features in real world applications. Identity core is the flagship library packaged with ASP.NET Core projects to help us get the most security possible out of the box. Getting authentication and authorization done right in your website can help keep your users and their data safe from attacks.

Many organisations find that project teams struggle to create and maintain effective plans. Estimates are often overly optimistic and risks go unmanaged until the inevitable happens. Resource managers also find it hard to forecast the likely loading on their departments and requests for support are not provided in a consistent format. This programme has been developed to address these needs in a very practical, hands-on format. Case study work can be based on simulations or on the organisation's current projects for maximum benefit to participants. The aim of this training is to develop and enhance participants' planning and risk management skills in order to maximise the success of project work undertaken by the organisation. The principal training objectives for this programme are to: Provide a structured, integrated approach to planning and risk management Demonstrate practical tools and techniques for each stage of planning Show how to organise and involve relevant people in the planning process Explain how to use the plan for forecasting and pro-active project control Identify ways to improve planning, both individually and corporately The course will emphasise the importance of participative planning techniques that improve the quality of plans whilst reducing overall time and cost of planning. The course will encourage discussion of internal procedures and practices and may be customised to include them if required. DAY ONE 1 Introduction (Course sponsor) Why this programme has been developed Review of participants' needs and objectives 2 Projects and planning Why plan? The benefits of good planning / penalties of poor planning Planning in the project lifecycle; the need for a 'living' plan The interaction between target setting and the planning process Team exercise: planning the project 3 Planning the plan Defining the application and structure of the plan Impact of planning decisions during the project lifecycle Using available time to create an effective plan 4 Defining deliverables Assessing the context; reviewing the goals and stakeholders Developing the scope and defining deliverables; scope mapping Understanding customer priorities; delivering value for money Case study: defining the project deliverables 5 Creating the work breakdown Building the work breakdown structure Detailing the tasks and sub-tasks; structured brainstorming Defining task ownership; the task responsibility matrix 6 Creating and using a logical network Developing the logical network; task boarding Determining the critical path and calculating float Accelerating the plan; concurrent programming and risk Individual and group exercises DAY TWO 7 Developing resource schedules Deriving the Gantt chart from the network Developing the detailed resource schedules Calculating the expenditure profile ('S' curve) 8 Estimating task durations and costs Understanding estimates: effort, availability and duration Estimating tools and techniques Application of estimating techniques during the project lifecycle 9 Case study Developing the project plan Refining the project plan Team presentations and discussion 10 Managing risks and refining the plan Awareness of contractual issues associated with risk Identifying and evaluating risks; deciding ownership Managing risks: determining levels of provision and contingency Controlling risks: maintaining an up-to date risk register 11 Planning for pro-active control The earned value analysis (EVA) concept and its predictive value Deriving the measures needed for cost and delivery performance Practical issues associated with implementing EVA 12 Using and maintaining the plan Tracking progress and updating the plan Publishing and controlling the plan 13 Course review and transfer planning (Course sponsor present) Identify ways of implementing the techniques learnt Sponsor-led review and discussion of proposals Conclusion

Start your journey with the Linux command line with zero knowledge. This course will start from scratch with instructions to install a Linux OS on a virtual machine and advance to higher-level concepts with no prior knowledge required.

Duration 5 Days 30 CPD hours This course is intended for This course is for support staff for AIX on POWER systems Overview After completing this course, you should be able to: - Distinguish Korn and bash shell specific features - Use utilities such as sed and awk to manipulate data - Understand system shell scripts such as /etc/shutdown - Write useful shell scripts to aid system administration This course will teach you how to use shell scripts and utilities for practical system administration of AIX (or other UNIX) operating systems. Basic shell conceptsFlow control in a shell ScriptFunctions and typesetShell features such as arithmetic and string handlingUsing regular expressionsUsing sed, awk and other AIX utilities

Duration 1 Days 6 CPD hours This course is intended for Individuals with basic computer skills, familiar with concepts related to database structure and terminology, and who want to use SQL to query databases. Overview Upon successful completion of this course, students will be able to: - connect to the SQL Server database and execute a simple query. - include a search condition in a simple query. - use various functions to perform calculations on data. - organize data obtained from a query before it is displayed on-screen. - retrieve data from tables. - format an output, save a result, and generate a report. In this course, students will compose SQL queries to retrieve desired information from a database. 1 - Executing a Simple Query Connect to the SQL Database Query a Database Save a Query Modify a Query Execute a Saved Query 2 - Performing a Conditional Search Search Using a Simple Condition Compare Column Values Search Using Multiple Conditions Search for a Range of Values and Null Values Retrieve Data Based on Patterns 3 - Working with Functions Perform Date Calculations Calculate Data Using Aggregate Functions Manipulate String Values 4 - Organizing Data Sort Data Rank Data Group Data Filter Grouped Data Summarize Grouped Data Use PIVOT and UNPIVOT Operators 5 - Retrieving Data from Tables Combine Results of Two Queries Compare the Results of Two Queries Retrieve Data by Joining Tables Check for Unmatched Records Retrieve Information from a Single Table Using Joins 6 - Presenting Query Results Save the Query Result Generate an XML Report

With this course, you will be a professional Linux administrator and be able to apply for Linux jobs. You will be able to prepare yourself for the EX-200 exam and become a Redhat Certified System Administrator (RHCSA - EX200).

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