2752 Code courses

rya competent crew course UK, sailing scotland,

The RYA Coastal Skipper course is for sailors who want to go a little further afield. We will teach you advanced skippering techniques, including preparation for sea, pilotage, yacht handling under power and sail, and delegating duties to the crew. The course also includes emergency situations such as recovering a man overboard under power and sail. There will be plenty of practice in the harbour, learning to manoeuvre the boat in smaller places and mooring in a variety of conditions. We will practice blind navigation, so that if you are in heavy weather or fog you will make it to the nearest harbour safely. It is recommended that the coastal skipper theory course is completed prior to the practical course - however, there is the option to self-study. You also have to have logged 300 NM over 15 days at sea (including two as a skipper) and eight night sail hours. The course runs over five days and nights. You will be living on one of our fully coded yachts with up to four other crew members and your Yachtmaster Instructor. Your food is included in the cost, as is overnight stays in harbours. To add to the experience of gaining your RYA Coastal Skipper, you will get the benefit of continuing your sailing experience on the west coast of Scotland. What is included in the price: * 5 nights/days on board * all on board meals and snacks * all harbour and marina fees * fuel * gas * free secure parking for your car Optional extras: oil skins hire £3.00 per item/day Course starts on a Sunday evening departing from Largs Yacht Haven, Scotland.

rya day skipper, sailing training uk, sailing licence

DGSA training

This Python Machine Learning online instructor led course is an excellent introduction to popular machine learning algorithms. -------------------------------------------------------------------------------- Python Machine Learning 2-day Course Prerequisites: Basic knowledge of Python coding is a pre-requisite. Who Should Attend? This course is an overview of machine learning and machine learning algorithms in Python SciKitLearn. Practical: * We cover the below listed algorithms, which is only a small collection of what is available. However, it will give you a good understanding, to plan your Machine Learning project * We create, experiment and run machine learning sample code to implement a short selected but representative list of available the algorithms.  Course Outline: Supervised Machine Learning: * Classification Algorithms: Naive Bayes, Decision Tree, Logistic Regression, K-Nearest Neighbors, Support Vector Machine * Regression Algorithms: Linear, Polynomial Unsupervised Machine Learning: * Clustering Algorithms: K-means clustering, Hierarchical Clustering * Dimension Reduction Algorithms: Principal Component Analysis Latent Dirichlet allocation (LDA) * Association Machine Learning Algorithms: Apriori, Euclat Other machine learning Algorithms: * Ensemble Methods ( Stacking, bagging, boosting ) Algorithms: Random Forest, Gradient Boosting * Reinforcement learning Algorithms: Q-Learning * Neural Networks and Deep Leaning Algorithms: Convolutional Network (CNN) Data Exploration and Preprocessing: * The first part of a Machine Learning project understands the data and the problem at hand. * Data cleaning, data transformation and data pre-processing are covered using Python functions to make data exploration and preprocessing relatively easy. What is included in this Python Machine Learning: * Python Machine Learning Certificate on completion   * Python Machine Learning notes * Practical Python Machine Learning exercises and code examples * After the course, 1 free, online session for questions or revision Python Machine Learning. * Max group size on this Python Machine Learning is 4. -------------------------------------------------------------------------------- REFUND POLICY No Refunds

Duration 5 Days 30 CPD hours This course is intended for This course is intended for anyone who is new to software development and wants, or needs, to gain an understanding of programming fundamentals and object-oriented programming concepts. They will typically be high school students, post-secondary school students, or career changers, with no prior programming experience. They might want to gain an understanding of the core programming fundamentals before moving on to more advanced courses such as Programming in C#. Overview Explain core programming fundamentals such as computer storage and processing. Explain computer number systems such as binary. Create and use variables and constants in programs. Explain how to create and use functions in a program. Create and use decisions structures in a computer program. Create and use repetition (loops) in a computer program. Explain pseudocode and its role in programming. Explain the basic computer data structures such as arrays, lists, stacks, and queues. Implement object-oriented programming concepts. Create and use classes in a computer program. Implement encapsulation, inheritance, and polymorphism. Describe the base class library (BCL) in the .NET Framework. Explain the application security concepts. Implement simple I/O in a computer program. Identify application errors and explain how to debug an application and handle errors. Identify the performance considerations for applications. In this 5-day course, students will learn the basics of computer programming through the use of Microsoft Visual Studio 2022 and the Visual C# and Visual Basic programming languages. The course assumes no prior programming experience and introduces the concepts needed to progress to the intermediate courses on programming, Programming in C#. The focus will be on core programming concepts such as computer storage, data types, decision structures, and repetition by using loops. The course also covers an introduction to object-oriented programming covering classes, encapsulation, inheritance, and polymorphism. Coverage is also included around exception handling, application security, performance, and memory management. 1 - INTRODUCTION TO CORE PROGRAMMING CONCEPTS * Computer Data Storage and Processing * Application Types * Application Lifecycle * Code Compilation 2 - CORE PROGRAMMING LANGUAGE CONCEPTS * Syntax * Data Types * Variables and Constants 3 - PROGRAM FLOW * Introduction to Structured Programming Concepts * Introduction to Branching * Using Functions * Using Decision Structures * Introducing Repetition 4 - ALGORITHMS AND DATA STRUCTURES * Understand How to Write Pseudocode * Algorithm Examples * Introduction to Data Structures 5 - ERROR HANDLING AND DEBUGGING * Introduction to Program Errors * Introduction to Structured Error Handling * Introduction to Debugging 6 - INTRODUCTION TO OBJECT-ORIENTED PROGRAMMING * Introduction to Complex Structures * Introduction to Structs * Introduction to Classes * Introducing Encapsulation 7 - MORE OBJECT-ORIENTED PROGRAMMING * Introduction to Inheritance * Introduction to Polymorphism * Introduction to .NET and the Base Class Library 8 - INTRODUCTION TO APPLICATION SECURITY * Authentication and Authorization * Code Permissions on Computers * Introducing Code Signing 9 - CORE I/O PROGRAMMING * Using Console I/O * Using File I/O 10 - APPLICATION PERFORMANCE AND MEMORY MANAGEMENT * Value Types vs Reference Types * Converting Types * The Garbage Collector ADDITIONAL COURSE DETAILS: Nexus Humans 55337 Introduction to Programming training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. 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. While we feel this is the best course for the 55337 Introduction to Programming 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. 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.

Duration 4 Days 24 CPD hours This course is intended for Students in this course are interested in designing and implementing DevOps processes or in passing the Microsoft Azure DevOps Solutions certification exam. This course provides the knowledge and skills to design and implement DevOps processes and practices. Students will learn how to plan for DevOps, use source control, scale Git for an enterprise, consolidate artifacts, design a dependency management strategy, manage secrets, implement continuous integration, implement a container build strategy, design a release strategy, set up a release management workflow, implement a deployment pattern, and optimize feedback mechanisms Prerequisites Successful learners will have prior knowledge and understanding of: * Cloud computing concepts, including an understanding of PaaS, SaaS, and IaaS implementations. * Both Azure administration and Azure development with proven expertise in at least one of these areas. * Version control, Agile software development, and core software development principles. It would be helpful to have experience in an organization that delivers software. * AZ-104T00 - Microsoft Azure Administrator * AZ-204T00: Developing Solutions for Microsoft Azure 1 - INTRODUCTION TO DEVOPS * What is DevOps? * Explore the DevOps journey * Identify transformation teams * Explore shared goals and define timelines 2 - CHOOSE THE RIGHT PROJECT * Explore greenfield and brownfield projects * Decide when to use greenfield and brownfield projects * Decide when to use systems of record versus systems of engagement * Identify groups to minimize initial resistance * Identify project metrics and key performance indicators (KPIs) 3 - DESCRIBE TEAM STRUCTURES * Explore agile development practices * Explore principles of agile development * Define organization structure for agile practices * Explore ideal DevOps team members * Enable in-team and cross-team collaboration * Select tools and processes for agile practices 4 - CHOOSE THE DEVOPS TOOLS * What is Azure DevOps? * What is GitHub? * Explore an authorization and access strategy * Migrate or integrate existing work management tools * Migrate or integrate existing test management tools * Design a license management strategy 5 - PLAN AGILE WITH GITHUB PROJECTS AND AZURE BOARDS * Link GitHub to Azure Boards * Configure GitHub Projects * Manage work with GitHub Project boards * Customize Project views * Collaborate using team discussions * Agile Plan and Portfolio Management with Azure Boards 6 - INTRODUCTION TO SOURCE CONTROL * Explore DevOps foundational practices * What is source control? * Explore benefits of source control * Explore best practices for source control 7 - DESCRIBE TYPES OF SOURCE CONTROL SYSTEMS * Understand centralized source control * Understand distributed source control * Explore Git and Team Foundation Version Control * Examine and choose Git * Understand objections to using Git * Describe working with Git locally 8 - WORK WITH AZURE REPOS AND GITHUB * Migrate from TFVC to Git * Use GIT-TFS * Develop online with GitHub Codespaces 9 - STRUCTURE YOUR GIT REPO * Explore monorepo versus multiple repos * Implement a change log 10 - MANAGE GIT BRANCHES AND WORKFLOWS * Explore branch workflow types * Explore feature branch workflow * Explore Git branch model for continuous delivery * Explore GitHub flow * Explore fork workflow * Version Control with Git in Azure Repos 11 - COLLABORATE WITH PULL REQUESTS IN AZURE REPOS * Collaborate with pull requests * Examine GitHub mobile for pull request approvals 12 - IDENTIFY TECHNICAL DEBT * Examine code quality * Examine complexity and quality metrics * Measure and manage technical debt * Integrate other code quality tools * Plan effective code reviews 13 - EXPLORE GIT HOOKS * Implement Git hooks 14 - PLAN FOSTER INNER SOURCE * Explore foster inner source * Implement the fork workflow * Describe inner source with forks 15 - MANAGE GIT REPOSITORIES * Work with large repositories * Purge repository data * Manage releases with GitHub Repos * Automate release notes with GitHub 16 - EXPLORE AZURE PIPELINES * Explore the concept of pipelines in DevOps * Describe Azure Pipelines * Understand Azure Pipelines key terms 17 - MANAGE AZURE PIPELINE AGENTS AND POOLS * Choose between Microsoft-hosted versus self-hosted agents * Explore job types * Explore predefined agent pool * Understand typical situations for agent pools * Communicate with Azure Pipelines * Communicate to deploy to target servers * Examine other considerations * Describe security of agent pools * Configure agent pools and understanding pipeline styles 18 - DESCRIBE PIPELINES AND CONCURRENCY * Understand parallel jobs * Estimate parallel jobs * Describe Azure Pipelines and open-source projects * Explore Azure Pipelines and Visual Designer * Describe Azure Pipelines and YAML 19 - EXPLORE CONTINUOUS INTEGRATION * Learn the four pillars of continuous integration * Explore benefits of continuous integration * Describe build properties * Enable Continuous Integration with Azure Pipelines 20 - IMPLEMENT A PIPELINE STRATEGY * Configure agent demands * Implement multi-agent builds * Explore source control types supported by Azure Pipelines 21 - INTEGRATE WITH AZURE PIPELINES * Describe the anatomy of a pipeline * Understand the pipeline structure * Detail templates * Explore YAML resources * Use multiple repositories in your pipeline 22 - INTRODUCTION TO GITHUB ACTIONS * What are Actions? * Explore Actions flow * Understand workflows * Describe standard workflow syntax elements * Explore events * Explore jobs * Explore runners * Examine release and test an action 23 - LEARN CONTINUOUS INTEGRATION WITH GITHUB ACTIONS * Describe continuous integration with actions * Examine environment variables * Share artifacts between jobs * Examine Workflow badges * Describe best practices for creating actions * Mark releases with Git tags * Create encrypted secrets * Use secrets in a workflow * Implement GitHub Actions for CI/CD 24 - DESIGN A CONTAINER BUILD STRATEGY * Examine structure of containers * Work with Docker containers * Understand Dockerfile core concepts * Examine multi-stage dockerfiles * Examine considerations for multiple stage builds * Explore Azure container-related services * Deploy Docker containers to Azure App Service web apps 25 - INTRODUCTION TO CONTINUOUS DELIVERY * Explore traditional IT development cycle * What is continuous delivery? * Move to continuous delivery * Understand releases and deployments * Understand release process versus release 26 - CREATE A RELEASE PIPELINE * Describe Azure DevOps release pipeline capabilities * Explore release pipelines * Explore artifact sources * Choose the appropriate artifact source * Examine considerations for deployment to stages * Explore build and release tasks * Explore custom build and release tasks * Explore release jobs * Configure Pipelines as Code with YAML 27 - EXPLORE RELEASE RECOMMENDATIONS * Understand the delivery cadence and three types of triggers * Explore release approvals * Explore release gates * Use release gates to protect quality * Control Deployments using Release Gates 28 - PROVISION AND TEST ENVIRONMENTS * Provision and configure target environments * Configure automated integration and functional test automation * Understand Shift-left * Set up and run availability tests * Explore Azure Load Testing * Set up and run functional tests 29 - MANAGE AND MODULARIZE TASKS AND TEMPLATES * Examine task groups * Explore variables in release pipelines * Understand variable groups 30 - AUTOMATE INSPECTION OF HEALTH * Automate inspection of health * Explore events and notifications * Explore service hooks * Configure Azure DevOps notifications * Configure GitHub notifications * Explore how to measure quality of your release process * Examine release notes and documentation * Examine considerations for choosing release management tools * Explore common release management tools 31 - INTRODUCTION TO DEPLOYMENT PATTERNS * Explore microservices architecture * Examine classical deployment patterns * Understand modern deployment patterns 32 - IMPLEMENT BLUE-GREEN DEPLOYMENT AND FEATURE TOGGLES * What is blue-green deployment? * Explore deployment slots * Describe feature toggle maintenance 33 - IMPLEMENT CANARY RELEASES AND DARK LAUNCHING * Explore canary releases * Examine Traffic Manager * Understand dark launching 34 - IMPLEMENT A/B TESTING AND PROGRESSIVE EXPOSURE DEPLOYMENT * What is A/B testing? * Explore CI-CD with deployment rings 35 - INTEGRATE WITH IDENTITY MANAGEMENT SYSTEMS * Integrate GitHub with single sign-on (SSO) * Explore service principals * Explore Managed Identity 36 - MANAGE APPLICATION CONFIGURATION DATA * Rethink application configuration data * Explore separation of concerns * Understand external configuration store patterns * Examine Key-value pairs * Examine App configuration feature management * Integrate Azure Key Vault with Azure Pipelines * Manage secrets, tokens and certificates * Examine DevOps inner and outer loop * Integrate Azure Key Vault with Azure DevOps * Enable Dynamic Configuration and Feature Flags 37 - EXPLORE INFRASTRUCTURE AS CODE AND CONFIGURATION MANAGEMENT * Explore environment deployment * Examine environment configuration * Understand imperative versus declarative configuration * Understand idempotent configuration 38 - CREATE AZURE RESOURCES USING AZURE RESOURCE MANAGER TEMPLATES * Why use Azure Resource Manager templates? * Explore template components * Manage dependencies * Modularize templates * Manage secrets in templates * Deployments using Azure Bicep templates 39 - CREATE AZURE RESOURCES BY USING AZURE CLI * What is Azure CLI? * Work with Azure CLI 40 - EXPLORE AZURE AUTOMATION WITH DEVOPS * Create automation accounts * What is a runbook? * Understand automation shared resources * Explore runbook gallery * Examine webhooks * Explore source control integration * Explore PowerShell workflows * Create a workflow * Examine checkpoint and parallel processing 41 - IMPLEMENT DESIRED STATE CONFIGURATION (DSC) * Understand configuration drift * Explore Desired State Configuration (DSC) * Explore Azure Automation State configuration (DSC) * Examine DSC configuration file * Explore hybrid management * Implement DSC and Linux Automation on Azure 42 - IMPLEMENT BICEP * What is Bicep? * Install Bicep * Understand Bicep file structure and syntax 43 - INTRODUCTION TO SECURE DEVOPS * Describe SQL injection attack * Understand DevSecOps * Explore Secure DevOps Pipeline * Explore key validation points * Explore continuous security validation * Understand threat modeling 44 - IMPLEMENT OPEN-SOURCE SOFTWARE * Explore how software is built * What is open-source software * Explore corporate concerns with open-source software components * Explore common open-source licenses * Examine license implications and ratings 45 - SOFTWARE COMPOSITION ANALYSIS * Inspect and validate code bases for compliance * Explore software composition analysis (SCA) * Integrate Mend with Azure Pipelines * Implement GitHub Dependabot alerts and security updates * Integrate software composition analysis checks into pipelines * Examine tools for assess package security and license rate * Interpret alerts from scanner tools * Implement security and compliance in an Azure Pipeline 46 - STATIC ANALYZERS * Explore SonarCloud * Explore CodeQL in GitHub * Manage technical debt with SonarCloud and Azure DevOps 47 - OWASP AND DYNAMIC ANALYZERS * Plan Implement OWASP Secure Coding Practices * Explore OWASP ZAP penetration test * Explore OWASP ZAP results and bugs 48 - SECURITY MONITORING AND GOVERNANCE * Implement pipeline security * Explore Microsoft Defender for Cloud * Examine Microsoft Defender for Cloud usage scenarios * Explore Azure Policy * Understand policies * Explore initiatives * Explore resource locks * Explore Azure Blueprints * Understand Microsoft Defender for Identity 49 - EXPLORE PACKAGE DEPENDENCIES * What is dependency management? * Describe elements of a dependency management strategy * Identify dependencies * Understand source and package componentization * Decompose your system * Scan your codebase for dependencies 50 - UNDERSTAND PACKAGE MANAGEMENT * Explore packages * Understand package feeds * Explore package feed managers * Explore common public package sources * Explore self-hosted and SaaS based package sources * Consume packages * Publish packages * Package management with Azure Artifacts 51 - MIGRATE CONSOLIDATING AND SECURE ARTIFACTS * Identify existing artifact repositories * Migrate and integrating artifact repositories * Secure access to package feeds * Examine roles * Examine permissions * Examine authentication 52 - IMPLEMENT A VERSIONING STRATEGY * Understand versioning of artifacts * Explore semantic versioning * Examine release views * Promote packages * Explore best practices for versioning 53 - INTRODUCTION TO GITHUB PACKAGES * Publish packages * Install a package * Delete and restore a package * Explore package access control and visibility 54 - IMPLEMENT TOOLS TO TRACK USAGE AND FLOW * Understand the inner loop * Explore Azure Monitor and Log Analytics * Examine Kusto Query Language (KQL) * Explore Application Insights * Implement Application Insights * Monitor application performance with Application Insights 55 - DEVELOP MONITOR AND STATUS DASHBOARDS * Explore Azure Dashboards * Examine view designer in Azure Monitor * Explore Azure Monitor workbooks * Explore Power BI * Build your own custom application 56 - SHARE KNOWLEDGE WITHIN TEAMS * Share acquired knowledge within development teams * Integrate with Azure Boards * Share team knowledge using Azure Project Wiki 57 - DESIGN PROCESSES TO AUTOMATE APPLICATION ANALYTICS * Explore rapid responses and augmented search * Integrate telemetry * Examine monitoring tools and technologies 58 - MANAGE ALERTS, BLAMELESS RETROSPECTIVES AND A JUST CULTURE * Examine when get a notification * Explore how to fix it * Explore smart detection notifications * Improve performance * Understand server response time degradation * Reduce meaningless and non-actionable alerts * Examine blameless retrospective * Develop a just culture

Duration 3 Days 18 CPD hours This course is intended for The audience for this course are data professionals and business intelligence professionals who want to learn how to accurately perform data analysis using Power BI. This course is also targeted toward those individuals who develop reports that visualize data from the data platform technologies that exist on both in the cloud and on-premises. This course covers the various methods and best practices that are in line with business and technical requirements for modeling, visualizing, and analyzing data with Power BI. The course will show how to access and process data from a range of data sources including both relational and non-relational sources. Finally, this course will also discuss how to manage and deploy reports and dashboards for sharing and content distribution. Prerequisites Understanding core data concepts. Knowledge of working with relational data in the cloud. Knowledge of working with non-relational data in the cloud. Knowledge of data analysis and visualization concepts. DP-900T00 Microsoft Azure Data Fundamentals is recommended 1 - DISCOVER DATA ANALYSIS * Overview of data analysis * Roles in data * Tasks of a data analyst 2 - GET STARTED BUILDING WITH POWER BI * Use Power BI * Building blocks of Power BI * Tour and use the Power BI service 3 - GET DATA IN POWER BI * Get data from files * Get data from relational data sources * Create dynamic reports with parameters * Get data from a NoSQL database * Get data from online services * Select a storage mode * Get data from Azure Analysis Services * Fix performance issues * Resolve data import errors 4 - CLEAN, TRANSFORM, AND LOAD DATA IN POWER BI * Shape the initial data * Simplify the data structure * Evaluate and change column data types * Combine multiple tables into a single table * Profile data in Power BI * Use Advanced Editor to modify M code 5 - DESIGN A SEMANTIC MODEL IN POWER BI * Work with tables * Create a date table * Work with dimensions * Define data granularity * Work with relationships and cardinality * Resolve modeling challenges 6 - ADD MEASURES TO POWER BI DESKTOP MODELS * Create simple measures * Create compound measures * Create quick measures * Compare calculated columns with measures 7 - ADD CALCULATED TABLES AND COLUMNS TO POWER BI DESKTOP MODELS * Create calculated columns * Learn about row context * Choose a technique to add a column 8 - USE DAX TIME INTELLIGENCE FUNCTIONS IN POWER BI DESKTOP MODELS * Use DAX time intelligence functions * Additional time intelligence calculations 9 - OPTIMIZE A MODEL FOR PERFORMANCE IN POWER BI * Review performance of measures, relationships, and visuals * Use variables to improve performance and troubleshooting * Reduce cardinality * Optimize DirectQuery models with table level storage * Create and manage aggregations 10 - DESIGN POWER BI REPORTS * Design the analytical report layout * Design visually appealing reports * Report objects * Select report visuals * Select report visuals to suit the report layout * Format and configure visualizations * Work with key performance indicators 11 - CONFIGURE POWER BI REPORT FILTERS * Apply filters to the report structure * Apply filters with slicers * Design reports with advanced filtering techniques * Consumption-time filtering * Select report filter techniques * Case study - Configure report filters based on feedback 12 - ENHANCE POWER BI REPORT DESIGNS FOR THE USER EXPERIENCE * Design reports to show details * Design reports to highlight values * Design reports that behave like apps * Work with bookmarks * Design reports for navigation * Work with visual headers * Design reports with built-in assistance * Tune report performance * Optimize reports for mobile use 13 - PERFORM ANALYTICS IN POWER BI * Explore statistical summary * Identify outliers with Power BI visuals * Group and bin data for analysis * Apply clustering techniques * Conduct time series analysis * Use the Analyze feature * Create what-if parameters * Use specialized visuals 14 - CREATE AND MANAGE WORKSPACES IN POWER BI * Distribute a report or dashboard * Monitor usage and performance * Recommend a development life cycle strategy * Troubleshoot data by viewing its lineage * Configure data protection 15 - MANAGE SEMANTIC MODELS IN POWER BI * Use a Power BI gateway to connect to on-premises data sources * Configure a semantic model scheduled refresh * Configure incremental refresh settings * Manage and promote semantic models * Troubleshoot service connectivity * Boost performance with query caching (Premium) 16 - CREATE DASHBOARDS IN POWER BI * Configure data alerts * Explore data by asking questions * Review Quick insights * Add a dashboard theme * Pin a live report page to a dashboard * Configure a real-time dashboard * Set mobile view 17 - IMPLEMENT ROW-LEVEL SECURITY * Configure row-level security with the static method * Configure row-level security with the dynamic method ADDITIONAL COURSE DETAILS: Nexus Humans PL-300T00: Microsoft Power BI Data Analyst training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. 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. While we feel this is the best course for the PL-300T00: Microsoft Power BI Data Analyst 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. 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.

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

These lectures will introduce the optimal transport (OT) toolbox, with two applications in econometrics. The first one will pertain to the estimation of matching models. We start by introducing the discrete OT problem and its entropic regularization, and inverse OT, as well as its estimation using generalized linear models. The second application will deal with quantile methods. The one-dimensional OT problem will be discussed as well as its connections with the notions of quantile and rank is then covered. Connection with quantile regression will be discussed and the ‘vector quantile regression’ problem will then be introduced. Part I Introduction (3h) S1. Monge-Kantorovich duality (1h30) S2. Computational optimal transport (1h30) https://www.math-econ-code.org/optimal-assignment [https://www.math-econ-code.org/optimal-assignment] Part II OT and matching models (3h) S3. Matching with Transferable Utility and random utility (1h30) https://www.math-econ-code.org/regularized-optimal-transport [https://www.math-econ-code.org/regularized-optimal-transport] S4. Estimation of matching models (1h30) https://www.math-econ-code.org/matching-estimation [https://www.math-econ-code.org/matching-estimation] Part III OT and quantiles (2h) S5. 1D optimal transport and quantiles (1h) https://www.math-econ-code.org/one-dimensional-assignment [https://www.math-econ-code.org/one-dimensional-assignment] S5. Connection with quantile regression (1h) https://www.math-econ-code.org/quantile-regression [https://www.math-econ-code.org/quantile-regression]