2124 Conflict courses delivered Online

Duration 2 Days 12 CPD hours This course is intended for This class assumes some prior experience with Git, plus basic coding or programming knowledge. Overview This course is approximately 50% hands-on, combining expert lecture, real-world demonstrations and group discussions with machine-based practical labs and exercises. Our engaging instructors and mentors are highly experienced practitioners who bring years of current 'on-the-job' experience into every classroom. Working in a hands-on learning environment led by our expert team, students will explore: Getting Started with Collaboration Understanding the GitHub Flow Branching with Git Local Git Configuration Working Locally with Git Collaborating on Your Code Merging Pull Requests Viewing Local Project History Streaming Your Workflow with Aliases Workflow Review Project: GitHub Games Resolving Merge Conflicts Working with Multiple Conflicts Searching for Events in Your Code Reverting Commits Helpful Git Commands Viewing Local Changes Creating a New Local Repository Fixing Commit Mistakes Rewriting History with Git Reset Merge Strategies: Rebase This is a fast-paced hands-on course that provides you with a solid overview of Git and GitHub, the web-based version control repository hosting service. While the examples in this class are related to computer code, GitHub can be used for other content. It offers the complete distributed version control and source code management (SCM) functionality of Git as well as adding its own features. It provides access control and several collaboration features such as bug tracking, feature requests, task management, and wikis for every project. Getting Started with The GitHub Ecosystem What is Git? Exploring a GitHub Repository Using GitHub Issues Activity: Creating A GitHub Issue Using Markdown Understanding the GitHub Flow The Essential GitHub Workflow Branching with Git Branching Defined Activity: Creating a Branch with GitHub Introduction Class Diagram Interaction Diagrams Sequence Diagrams Communication Diagrams State Machine Diagrams Activity Diagram Implementation Diagrams Local Git Configuration Checking your Git version Git Configuration Levels Viewing your configurations Configuring your username and email Configuring autocrif Working Locally with Git Creating a Local copy of the repo Our favorite Git command: git status Using Branches locally Switching branches Activity: Creating a New File The Two Stage Commit Collaborating on Your Code Collaboration Pushing your changes to GitHub Activity: Creating a Pull Request Exploring a Pull Request Activity: Code Review Merging Pull Requests Merge Explained Merging Your Pull Request Updating Your Local Repository Cleaning Up the Unneeded Branches Viewing Local Project History Using Git Log Streaming Your Workflow with Aliases Creating Custom Aliases Workflow Review Project: GitHub Games User Accounts vs. Organization Accounts Introduction to GitHub Pages What is a Fork? Creating a Fork Workflow Review: Updating the README.md Resolving Merge Conflicts Local Merge Conflicts Working with Multiple Conflicts Remote Merge Conflicts Exploring Searching for Events in Your Code What is GitHub? What is Git bisect? Finding the bug in your project Reverting Commits How Commits are made Safe operations Reverting Commits Helpful Git Commands Moving and Renaming Files with Git Staging Hunks of Changes Viewing Local Changes Comparing changes with the Repository Creating a New Local Repository Initializing a new local repository Fixing Commit Mistakes Revising your last commit Rewriting History with Git Reset Understanding reset Reset Modes Reset Soft Reset Mixed Reset Hard Does gone really mean gone? Getting it Back You just want that one commit Oops, I didn?t mean to reset Merge Strategies: Rebase About Git rebase Understanding Git Merge Strategies Creating a Linear History Additional course details: Nexus Humans Introduction to GITHub for Developers (TTDV7551) 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 Introduction to GITHub for Developers (TTDV7551) 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 2 Days 12 CPD hours This course is intended for This course is designed for developers who want to learn about Git and GitHub. Overview Upon completion of this course, participants will be able to: ? Install and run Git ? Describe basic concepts of Git version control ? Work on multiple branches ? Optimize merging and fixing merge conflicts ? Create and manage GitHub repositories ? Collaborate using GitHub This hands-on course teaches participants how to integrate Git and GitHub into their daily command-line workflow. Git operations, customizations of Git functionality, and how to connect to Git via Eclipse are covered as well. Introduction Introduction to Version Control Systems The Birth of Git and Why Git? What is GitHub? GitHub Repository Concepts Getting Started With Git Installing and Running Git The Git command Line Configuration Files Creating your First Git Repository Staging Area Git Commit Viewing History Creating Aliases and Shortcuts Hands-on Lab Session Getting Started with GitHub Creating and Configuring a Repository in GitHub Uploading your Repository to GitHub Understand Repository?s Main Page Using the README Hands-on Lab Session File Management in Git Locally The Index File Classifications in Git Rename a File Delete a File Ignore Files using .gitignore File Hands-on Lab Session Collaboration on Pull Requests Cloning and Forking Repositories Creating a Pull Request Collaborating a Pull Request Merging on a Pull Request Working with Branches Hands-on Lab Session Integrating GitHub with Eclipse Introducing EGit Plugin Configuring GitHub in Eclipse Working with Eclipse Hands-on Lab Session Reviewing and Configuring a Project on GitHub Configuring a Repository Adding Collaborators Creating Organizations Managing Teams Introducing Issues Merging, Rebasing and Resolving Conflicts Merging Branches Git diff and Commit Ranges Working with Merge Conflicts Merge Strategies Introduction to Rebasing Rebasing Branches Reverting and Fixing Bad Commits Hands-on Lab Session Additional course details: Nexus Humans Learning Git and GitHub 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 Learning Git and GitHub 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 is an advanced course for AIX system administrators, and system support individuals with at least six months of experience in AIX. Overview Perform system problem determination and reporting procedures including analyzing error logs, creating dumps of the system, and providing needed data to the AIX Support personnel Examine and manipulate Object Data Manager databases Identify and resolve conflicts between the Logical Volume Manager (LVM) disk structures and the Object Data Manager (ODM) Complete a very basic configuration of Network Installation Manager to provide network boot support for either system installation or booting to maintenance mode Identify various types of boot and disk failures and perform the matching recovery procedures Implement advanced methods such as alternate disk install, multibos, and JFS2 snapshots to use a smaller maintenance window In this course, learn advanced AIX system administrator skills focusing on availability and problem determination and learn detailed knowledge of the ODM database where AIX maintains configuration information. Day 1 Advanced AIX administration overview The Object Data Manager Error monitoring Day 2 Network Installation Manager basics System initialization: Accessing a boot image Day 3 System initialization: rc.boot and inittab LVM metadata and related problems Disk management procedures Day 4 Disk management procedures (continued) Install and cloning techniques Advanced backup techniques Day 5 Advanced backup techniques (continued) Diagnostics The AIX system dump facility

Duration 2 Days 12 CPD hours This course is intended for Executives, Project Managers, Business Analysts, Business and IT stakeholders engaged in improving the delivery of products and services that meet user needs through the use of Microsoft SharePoint; Anyone who wants to improve their Business Analysis skills; Project stakeholders concerned with SharePoint requirements. Overview Plan, manage and close requirements for a project in reduced time using good business analysis practices Minimize project uncertainty and risk by applying good techniques Ensure your project delivers required functionality and adds value to the business Create an environment of self-management for your team that will be able to continuously align the delivered product or services with desired business needs, easily adapting to changing requirements throughout the process. Requirements can change frequently during a SharePoint project, and therefore projects need a streamlined, flexible approach to requirements change management. SharePoint professionals want to develop systems and services which are both high-quality and high-value, and the easiest way to achieve this is to implement the highest priority requirements first. This enables the projects to maximize value for their stakeholders. Introduction ? Roles involved in a SharePoint project The opportunities and challenges of a SharePoint project The business analysis process BA role vs. project manager role BA / PM competencies Case Study Exercise Understanding SharePoint Requirements Business, User, Functional, Quality-of-service and implementation requirements Requirements vs. specifications Requirements vs. business rules Risk management and risk response strategies Analyzing requirements Characteristics of effective requirements Case Study Exercise SharePoint Requirements Modeling Identify high level scope Identify initial requirements stack Identify an architectural vision Plan your iteration Iteration modeling Model storming Test driven development Case Study Exercise The Change Management Process Managing the Solution Scope and Requirements Capturing the Requirements Traceability Maintaining the Requirements for re-use Managing Requirements Conflicts Preparing the Requirements Package Building the Requirements communications plan Case Study Exercise Assessing & Validating Requirements Validating and verifying SharePoint Requirements Creating a master test plan Create test scenarios and test cases Case Study Exercise Additional Information Useful books and links on managing requirements and projects for SharePoint initiatives

Duration 3.25 Days 19.5 CPD hours This course is intended for This course is intended for IT administrators with a minimum 2-5 years of experiencing working with Microsoft Windows Server, Windows 10, and Office 365 licensing. The course will utilize a pre-provisioned lab environment which includes Microsoft 365 E5 licenses and Enterprise Mobility and Security E5 licenses for each student. Powershell management topics will be discussed where applicable in the respective topics. This course will address Windows devices only enrolled in Intune. Configuring and Licensing Intune Endpoint Manager - quick discussion, portal access Discuss which licenses include Intune Discuss Microsoft Intune device-only subscription Discuss Azure Active Directory basic, P1, P2 licensing Intune setup and overview of capabilities Supported configurations Logging in and using Intune Admin portal via Azure Portal and via Endpoint manager site Configure a domain name (needed to support labs though may be done already for E1B/district) Add users and groups in Azure Portal Configure Azure AD connect and discuss AAD Connect Health Assigning licenses manually, via Powershell, and via AAD groups Set the MDM authority and enable device enrollment Add Apps to Intune - covered in detail in a later topic Configuring device profiles - covered in detail in a later topic Company Portal discussion - covered in detail in a later topic Configure app policies - covered in detail in a later topic Windows device management What is co-management - brief discussion on Endpoint Manager with Configuration Manager Registering, joining, hybrid join to Azure AD Enrollment method capabilities Azure AD joined Azure AD joined with Autopilot (User driven mode) Azure AD joined with Autopilot (Self deploying mode) Autopilot pre-provisioned deployment (formally known as white-glove) Device group tags for profile deployment Troubleshooting Autopilot Policy conflicts Known issues Using Powershell to connect to and manage Intune Software deployment Add apps to Intune Windows Store apps Microsoft Store for Business apps LOB apps - Sideloading Adding Win32 apps Running Powershell Scripts on devices Assigning Apps Monitor Apps Discovered Apps Configure Apps App Configuration Policies Office app policys Custom OMA-URI Policies Troubleshooting Managing devices Windows 10 Feature Updates Update rings to manage updates Mapping drives to SMB shares Discuss OneDrive for Business Manage Enterprise Wireless - Windows Configuration Designer, provisioning packages Implementing Conditional Access - device based, app based Printer management Universal Print Deploying printer settings Remote administration Intune Device Management Inventory Fresh Start Full Scan Remote Lock Restart Sync devices Bulk device actions Teamviewer integration requirements Intune Reporting Accessing Reports Exporting Reports using Graph

Duration 1 Days 6 CPD hours This course is intended for This course is intended for individuals who desire to influence, develop, and/or implement a business ethics program in an organization. Overview Upon successful completion of this course, students will be able to foster a successful company culture and increase profitability by implementing a program of good business ethics. In this course, students will grow in their understanding of business ethics, their impact on all business levels and how all who interact with the company influence the development of a company business ethic. Getting Started Icebreaker Housekeeping Items The Parking Lot Workshop Objectives What is Ethics? What is Business Ethics 10 Benefits of Managing Ethics Case Study Implementing Ethics in the Workplace Benefits Guidelines for Managing Ethics in the Workplace Roles and Responsibilities Employer / Employee Rights Privacy Policies Harassment Issues Technology Business and Social Responsibilities Identifying Types of Responsibilities Case Study Handling Conflicting Social and Business Responsibilities Case Study Ethical Decisions The Basics Balancing Personal and Organizational Ethics Common Dilemmas Making Ethical Decisions Overcoming Obstacles Whistle Blowing Criteria and Risk The Process When You Should 'Blow the Whistle Managerial Ethics Ethical Management Identifying the Characteristics Ensuring Ethical Behavior Unethical Behavior Recognize and Identify Preventing Addressing Interventions Ethics in Business (I) Organization Basics Addressing the Needs Ethical Principles Ethics in Business (II) Ethical Safeguards Developing a Code of Ethics Performing an Internal Ethics Audit Upholding the Ethics Program Wrapping Up Words from the Wise Review of Parking Lot Lessons Learned Completion of Action Plans and Evaluations Additional course details: Nexus Humans Business Ethics 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 Business Ethics 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 2.75 Days 16.5 CPD hours This course is intended for This course is designed for a person with an understanding of project management concepts, as well as general desktop computer skills, and who will be responsible for creating and maintaining project plans. This course will give you the fundamental understanding as well as acquiring the advanced knowledge and skills needed to update a project plan in Microsoft Project during the execution, monitoring, and controlling phases of a project. Overview Identify project management concepts and navigate Microsoft 2. 2. Project Professional. Create a new project plan. Add tasks to a project. Manage task relationships within a project. Manage project resources. fnalize a project plan. Update a project plan. Generate project views to manage a project. Create project reports to share a project's status. Reuse project plan information. Work with multiple projects. This course will familiarize the user with the basic features and functions of MS Project so that it can be used effectively and efficiently in a real-world environment. MS project will give the ability to project managers to update a project plan in Project during the execution, monitoring, and controlling phases of a project GETTING STARTED WITH MICROSOFT PROJECT Topic A: Identify Project Management Concepts Topic B: Navigate in the Microsoft Project Desktop environment DEFINING A PROJECT Topic A: Create a New Project Plan File Topic B: Set Project Plan Options Topic C: Assign a Project Calendar ADDING PROJECT TASKS Topic A: Add Tasks to a Project Plan Topic B: Enter Task Duration Estimates MANAGING TASKS Topic A: Create a Work Breakdown Structure Topic B: Define Task Relationships Topic C: Schedule Tasks MANAGING PROJECT RESOURCES Topic A: Add Resources to a Project Topic B: Create a Resource Calendar Topic C: Enter Costs for Resources Topic D: Assign Resources to Tasks Topic E: Resolve Resource Conflicts FINALIZING A PROJECT PLAN Topic A: Optimize a Project Plan Topic B: Set a Baseline Topic C: Share a Project Plan UPDATING A PROJECT PLAN Topic A: Enter Task Progress Topic B: Enter Overtime Work Topic C: Edit Tasks Topic D: Update Cost Rate Tables Topic E: Update a Baseline VIEWING PROJECT PROGRESS Topic A: Use View Commands Topic B: Add a Custom Field Topic C: Create Custom Views Topic D: Format and Share the Timeline View REPORTING ON PROJECT PROGRESS Topic A: View Built-in Reports Topic B: Create Custom Reports Topic C: Create a Visual Report REUSING PROJECT PLAN INFORMATION Topic A: Create a Project Plan Template Topic B: Share Project Plan Elements with Other Plans WORKING WITH MULTIPLE PROJECTS Topic A: Share Resources Topic B: Link Project Plans Additional course details: Nexus Humans Microsoft Project 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 Microsoft Project 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 2 Days 12 CPD hours This course is intended for This course is intended for network operators, network administrators, network engineers, network architects, security administrators, and security architects responsible for installation, setup, configuration, and administration of the BIG-IP AFM system. This course uses lectures and hands-on exercises to give participants real-time experience in setting up and configuring the BIG-IP Advanced Firewall Manager (AFM) system. Students are introduced to the AFM user interface, stepping through various options that demonstrate how AFM is configured to build a network firewall and to detect and protect against DoS (Denial of Service) attacks. Reporting and log facilities are also explained and used in the course labs. Further Firewall functionality and additional DoS facilities for DNS and SIP traffic are discussed. Module 1: Setting Up the BIG-IP System Introducing the BIG-IP System Initially Setting Up the BIG-IP System Archiving the BIG-IP System Configuration Leveraging F5 Support Resources and Tools Module 2: AFM Overview AFM Overview AFM Availability AFM and the BIG-IP Security Menu Packet Processing Rules and Direction Rules Contexts and Processing Inline Rule Editor Module 3: Network Firewall AFM Firewalls Contexts Modes Packet Processing Rules and Direction Rules Contexts and Processing Inline Rule Editor Configuring Network Firewall Network Firewall Rules and Policies Network Firewall Rule Creation Identifying Traffic by Region with Geolocation Identifying Redundant and Conflicting Rules Identifying Stale Rules Prebuilding Firewall Rules with Lists and Schedules Rule Lists Address Lists Port Lists Schedules Network Firewall Policies Policy Status and Management Other Rule Actions Redirecting Traffic with Send to Virtual Checking Rule Processing with Packet Tester Examining Connections with Flow Inspector Module 4: Logs Event Logs Logging Profiles Limiting Log Messages with Log Throttling Enabling Logging in Firewall Rules BIG-IP Logging Mechanisms Log Publisher Log Destination Filtering Logs with the Custom Search Facility Logging Global Rule Events Log Configuration Changes QKView and Log Files SNMP MIB SNMP Traps Module 5: IP Intelligence Overview Feature 1 Dynamic White and Black Lists Black List Categories Feed Lists IP Intelligence Policies IP Intelligence Log Profile IP Intelligence Reporting Troubleshooting IP Intelligence Lists Feature 2 IP Intelligence Database Licensing Installation Configuration Troubleshooting IP Intelligence iRule Module 6: DoS Protection Denial of Service and DoS Protection Overview Device DoS Protection Configuring Device DoS Protection Variant 1 DoS Vectors Variant 2 DoS Vectors Automatic Threshold Configuration Variant 3 DoS Vectors Device DoS Profiles DoS Protection Profile Dynamic Signatures Dynamic Signatures Configuration DoS iRules Module 7: Reports AFM Reporting Facilities Overview Examining the Status of Particular AFM Features Exporting the Data Managing the Reporting Settings Scheduling Reports Examining AFM Status at High Level Mini Reporting Windows (Widgets) Building Custom Widgets Deleting and Restoring Widgets Dashboards Module 8: DoS White Lists Bypassing DoS Checks with White Lists Configuring DoS White Lists tmsh options Per Profile Whitelist Address List Module 9: DoS Sweep Flood Protection Isolating Bad Clients with Sweep Flood Configuring Sweep Flood Module 10: IP Intelligence Shun Overview Manual Configuration Dynamic Configuration IP Intelligence Policy tmsh options Extending the Shun Feature Route this Traffic to Nowhere - Remotely Triggered Black Hole Route this Traffic for Further Processing - Scrubber Module 11: DNS Firewall Filtering DNS Traffic with DNS Firewall Configuring DNS Firewall DNS Query Types DNS Opcode Types Logging DNS Firewall Events Troubleshooting Module 12: DNS DoS Overview DNS DoS Configuring DNS DoS DoS Protection Profile Device DoS and DNS Module 13: SIP DoS Session Initiation Protocol (SIP) Transactions and Dialogs SIP DoS Configuration DoS Protection Profile Device DoS and SIP Module 14: Port Misuse Overview Port Misuse and Service Policies Building a Port Misuse Policy Attaching a Service Policy Creating a Log Profile Module 15: Network Firewall iRules Overview iRule Events Configuration When to use iRules More Information Module 16: Recap BIG-IP Architecture and Traffic Flow AFM Packet Processing Overview

Duration 2 Days 12 CPD hours This course is intended for The introductory-level course is geared for software developers, project managers, and IT professionals seeking to enhance their understanding and practical skills in version control and collaboration using GitLab. It's also well-suited for those transitioning from another version control system to GitLab, or those responsible for software development lifecycle within their organization. Whether you are an individual looking to boost your proficiency or a team leader aiming to drive productivity and collaboration, this course will provide the necessary expertise to make the most of GitLab's capabilities. Overview This course combines engaging instructor-led presentations and useful demonstrations with valuable hands-on labs and engaging group activities. Throughout the course you'll: Gain a firm understanding of the fundamentals of Git and GitLab, setting a solid foundation for advanced concepts. Learn to effectively manage and track changes in your code, ensuring a clean and reliable codebase. Discover ways to streamline your daily tasks with aliases, stashing, and other GitLab workflow optimization techniques. Develop skills in creating, merging, and synchronizing branches, enabling seamless collaboration and version control. Equip yourself with the knowledge to use Git as a powerful debugging tool, saving time and effort when troubleshooting issues. Understand the basics of continuous integration and continuous deployment (CI/CD) in GitLab, helping you automate the software delivery process. Immerse yourself in the dynamic world of GitLab, a leading web-based platform for version control and collaboration, through our intensive two-day course, GitLab Quick Start. Version control systems, such as GitLab, are the backbone of modern software development, enabling teams to work cohesively and maintain a structured workflow. By mastering GitLab, you can improve efficiency, encourage collaboration, and ensure accuracy and reliability within your projects, adding significant value to your organization. Throughout the course you?ll explore various aspects of GitLab, starting from the fundamental principles of source code management to advanced concepts like rebasing and continuous integration/design. Key topics covered include Git and GitLab basics, reviewing and editing commit history, mastering GitFlow and GitLab Flow, branching and merging strategies, and understanding remote repositories. You'll also learn how to utilize Git as a debugging tool and explore the power of GitLab's built-in CI/CD capabilities. The core value of this course lies in its practical application. You'll learn how to effectively manage changes in code with GitLab, allowing you to maintain audit trails, create reproducible software, and seamlessly move from another version control system. Then you?ll learn how to enhance your workflow efficiency using aliases for common commands, saving changes for later use, and ignoring build artifacts. You?ll also explore GitLab's CI/CD, which will enable you to automate your software delivery process. These hands-on labs will walk you through creating, merging, and synchronizing remote branches, configuring Git, troubleshooting using Git as a debugging tool, and setting up GitLab Runner for CI/CD. Each lab is designed to simulate real-world projects, offering you a first-hand experience in managing and contributing to a version control system like GitLab. Introduction to Source Code Management The Core Principles of Change Management The Power to Undo Changes Audit Trails and Investigations Reproducible Software Changing code-hosting platform Moving from another version control system Git and GitLab Introduction and Basics Introduction to Git GitFlow GitLab Flow Trees and Commits Configuring Git Adding, Renaming, and Removing Files Reviewing and Editing the Commit History Reviewing the Commit History Revision Shortcuts Fixing Mistakes Improving Your Daily Workflow Simplifying Common Commands with Aliases Ignoring Build Artifacts Saving Changes for Later Use (Stashing) Branching Branching Basics Listing Differences Between Branches Visualizing Branches Deleting Branches Tagging Merging Merging Basics Merge Conflicts Merging Remote Branches Remote Repositories Remote Repositories Synchronizing Objects with Remotes Tracking Branches Centralizing and Controlling Access Introduction to GitLab Git Repositories on GitLab Daily Workflow Reviewing Branching and Merging Branch Review Merging Basics Rebasing Rebasing Basics Rebasing with Local Branches Rebasing with Remote Branches Interactive Rebasing Squashing Commits Getting Out of Trouble Git as a Debugging Tool Using the Blame Command to See File History Performing a Binary Search Continuous Integration / Continuous Design (CI/CD) How to install GitLab Runner Adding to our example project Breaking down .gitlab-ci.yml Adding .gitlab-ci.yml to our example project Deconstructing an advanced .gitlab-ci.yml file GitLab CI/CD web UI Optional: Resetting Trees Introduction to Resetting Resetting Branch Pointers Resetting Branches and the Index Resetting the Working Directory Making Good Use of the Reset Command Optional More on Improving Your Daily Workflow Interactively Staging Changes Optional: Including External Repositories Submodules Subtrees Choosing Between Submodules and Subtrees Workflow Management Branch Management

Duration 2 Days 12 CPD hours This course is intended for Business Analysts, Technical Managers, and Programmers Overview This intensive training course helps students learn the practical aspects of the R programming language. The course is supplemented by many hands-on labs which allow attendees to immediately apply their theoretical knowledge in practice. Over the past few years, R has been steadily gaining popularity with business analysts, statisticians and data scientists as a tool of choice for conducting statistical analysis of data as well as supervised and unsupervised machine learning. What is R ? What is R? ? Positioning of R in the Data Science Space ? The Legal Aspects ? Microsoft R Open ? R Integrated Development Environments ? Running R ? Running RStudio ? Getting Help ? General Notes on R Commands and Statements ? Assignment Operators ? R Core Data Structures ? Assignment Example ? R Objects and Workspace ? Printing Objects ? Arithmetic Operators ? Logical Operators ? System Date and Time ? Operations ? User-defined Functions ? Control Statements ? Conditional Execution ? Repetitive Execution ? Repetitive execution ? Built-in Functions ? Summary Introduction to Functional Programming with R ? What is Functional Programming (FP)? ? Terminology: Higher-Order Functions ? A Short List of Languages that Support FP ? Functional Programming in R ? Vector and Matrix Arithmetic ? Vector Arithmetic Example ? More Examples of FP in R ? Summary Managing Your Environment ? Getting and Setting the Working Directory ? Getting the List of Files in a Directory ? The R Home Directory ? Executing External R commands ? Loading External Scripts in RStudio ? Listing Objects in Workspace ? Removing Objects in Workspace ? Saving Your Workspace in R ? Saving Your Workspace in RStudio ? Saving Your Workspace in R GUI ? Loading Your Workspace ? Diverting Output to a File ? Batch (Unattended) Processing ? Controlling Global Options ? Summary R Type System and Structures ? The R Data Types ? System Date and Time ? Formatting Date and Time ? Using the mode() Function ? R Data Structures ? What is the Type of My Data Structure? ? Creating Vectors ? Logical Vectors ? Character Vectors ? Factorization ? Multi-Mode Vectors ? The Length of the Vector ? Getting Vector Elements ? Lists ? A List with Element Names ? Extracting List Elements ? Adding to a List ? Matrix Data Structure ? Creating Matrices ? Creating Matrices with cbind() and rbind() ? Working with Data Frames ? Matrices vs Data Frames ? A Data Frame Sample ? Creating a Data Frame ? Accessing Data Cells ? Getting Info About a Data Frame ? Selecting Columns in Data Frames ? Selecting Rows in Data Frames ? Getting a Subset of a Data Frame ? Sorting (ordering) Data in Data Frames by Attribute(s) ? Editing Data Frames ? The str() Function ? Type Conversion (Coercion) ? The summary() Function ? Checking an Object's Type ? Summary Extending R ? The Base R Packages ? Loading Packages ? What is the Difference between Package and Library? ? Extending R ? The CRAN Web Site ? Extending R in R GUI ? Extending R in RStudio ? Installing and Removing Packages from Command-Line ? Summary Read-Write and Import-Export Operations in R ? Reading Data from a File into a Vector ? Example of Reading Data from a File into A Vector ? Writing Data to a File ? Example of Writing Data to a File ? Reading Data into A Data Frame ? Writing CSV Files ? Importing Data into R ? Exporting Data from R ? Summary Statistical Computing Features in R ? Statistical Computing Features ? Descriptive Statistics ? Basic Statistical Functions ? Examples of Using Basic Statistical Functions ? Non-uniformity of a Probability Distribution ? Writing Your Own skew and kurtosis Functions ? Generating Normally Distributed Random Numbers ? Generating Uniformly Distributed Random Numbers ? Using the summary() Function ? Math Functions Used in Data Analysis ? Examples of Using Math Functions ? Correlations ? Correlation Example ? Testing Correlation Coefficient for Significance ? The cor.test() Function ? The cor.test() Example ? Regression Analysis ? Types of Regression ? Simple Linear Regression Model ? Least-Squares Method (LSM) ? LSM Assumptions ? Fitting Linear Regression Models in R ? Example of Using lm() ? Confidence Intervals for Model Parameters ? Example of Using lm() with a Data Frame ? Regression Models in Excel ? Multiple Regression Analysis ? Summary Data Manipulation and Transformation in R ? Applying Functions to Matrices and Data Frames ? The apply() Function ? Using apply() ? Using apply() with a User-Defined Function ? apply() Variants ? Using tapply() ? Adding a Column to a Data Frame ? Dropping A Column in a Data Frame ? The attach() and detach() Functions ? Sampling ? Using sample() for Generating Labels ? Set Operations ? Example of Using Set Operations ? The dplyr Package ? Object Masking (Shadowing) Considerations ? Getting More Information on dplyr in RStudio ? The search() or searchpaths() Functions ? Handling Large Data Sets in R with the data.table Package ? The fread() and fwrite() functions from the data.table Package ? Using the Data Table Structure ? Summary Data Visualization in R ? Data Visualization ? Data Visualization in R ? The ggplot2 Data Visualization Package ? Creating Bar Plots in R ? Creating Horizontal Bar Plots ? Using barplot() with Matrices ? Using barplot() with Matrices Example ? Customizing Plots ? Histograms in R ? Building Histograms with hist() ? Example of using hist() ? Pie Charts in R ? Examples of using pie() ? Generic X-Y Plotting ? Examples of the plot() function ? Dot Plots in R ? Saving Your Work ? Supported Export Options ? Plots in RStudio ? Saving a Plot as an Image ? Summary Using R Efficiently ? Object Memory Allocation Considerations ? Garbage Collection ? Finding Out About Loaded Packages ? Using the conflicts() Function ? Getting Information About the Object Source Package with the pryr Package ? Using the where() Function from the pryr Package ? Timing Your Code ? Timing Your Code with system.time() ? Timing Your Code with System.time() ? Sleeping a Program ? Handling Large Data Sets in R with the data.table Package ? Passing System-Level Parameters to R ? Summary Lab Exercises Lab 1 - Getting Started with R Lab 2 - Learning the R Type System and Structures Lab 3 - Read and Write Operations in R Lab 4 - Data Import and Export in R Lab 5 - k-Nearest Neighbors Algorithm Lab 6 - Creating Your Own Statistical Functions Lab 7 - Simple Linear Regression Lab 8 - Monte-Carlo Simulation (Method) Lab 9 - Data Processing with R Lab 10 - Using R Graphics Package Lab 11 - Using R Efficiently