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Developing the high performing team takes time and effort. But above all, it requires an understanding of the dynamics of high performing teams. This programme helps managers and leaders understand what high performing teams do and how they do it. It focuses on enabling managers to see their teams from different perspectives, allowing them to adapt their styles to maximise team outputs. A core theme is the need for managers of teams to 'hold up the mirror' to themselves and to see themselves as a leader of people, to reflect on how others see them and to modify their style accordingly. This programme will help managers / team leaders: Analyse the constituents of a 'high performing' team Apply essential influencing techniques Use a range of communication techniques to support effective teamwork Create and articulate team vision Generate common values Assess team effectiveness and take/recommend the appropriate actions Make more efficient use of team time Understand and agree on techniques to manage conflict Define and implement team meeting protocols that will facilitate team effectiveness Use the Prime Focus model to create the environment and framework for a high performing team Draft your team strategy to take them to the next level Day 1 1 Welcome and introduction Participants are welcomed to the programme and invited to share their personal objectives and people challenges Participants are given an action plan template to complete throughout the workshop 2 Your team The concept of 'positive intention' The difference between a team and a high performing team Assess your team effectiveness What is your 'interference'? 3 The team environment Setting the scene Building rapport Active listening Team goals and role profiling 4 Your style Tuckman model of team stages - how do you manage each stage? Team standards and goals Your team vision 5 Effective team meetings Influencing in team meetings How to make them interesting and relevant The pure role of the chair Day 2 1 Effective communication techniques Giving and receiving feedback Your communication style How to adapt, pace and lead to build rapport The Mehrabian theory of communication 2 How to manage conflict What is conflict? What is your default conflict approach? Tools and tips for managing conflict Practice sessions 3 Team skills Undertake a team skills analysis Types of team member Motivating team members Reframing situations 4 Setting your strategy Seeing the bigger picture The Prime Focus Model Your strategy for success Articulating your strategy Action plans revisited

Duration 5 Days 30 CPD hours This course is intended for System installersSystem integratorsSystem administratorsNetwork administratorsSolution designers Overview After taking this course, you should be able to:Describe the Cisco IOS XR software architecture, high availability components, and scalability featuresPerform basic configurations on a Cisco IOS XR routerDescribe Cisco IOS XR software operationsDescribe the configuration file systemPerform Cisco IOS XR software installationsConfigure AAA servicesConfigure NTPConfigure Simple Network Management Protocol (SNMP), telemetry, and loggingConfigure routing protocolsMonitor processesUse error messages and core dumps he Introduction to Cisco IOS XR (IOSXR100) v2.0 course introduces you to the features and functions of the Cisco© Internetwork Operating System (Cisco IOS©) XR Software operating system. You learn the fundamental concepts on which the operating system is based and Cisco IOS XR basic operations, system administration, and troubleshooting. Cisco IOS XR Software Overview Platform Overview Cisco IOS XR Architecture Cisco IOS XR High Availability Cisco IOS XR Software Configuration Basics Cisco IOS XR Configuration Operations Cisco IOS XR Initial Configuration Reviewing the Configuration Cisco IOS XR Software Operations Examining Configuration Operations Examining Configuration Rollback and Recovery Configuration File System Overview Examining the Binary Configuration Examining the Commit Database Examining the ASCII Configuration Examining the Nonvolatile Generation (NVgen) Files Verifying Cisco Fabric Services (CFS) Integrity Cisco IOS XR Software Installation Software Package Basics Installing Software Packages AAA Security AAA Fundamentals Task-Based Security Configuring a User Security Policy Authentication with Remote Servers Configuring Router to AAA Server Communication Configuring Authentication Terminal Access Controller Access-Control System Plus (TACACS+) Command Authorization Configuring Accounting AAA Troubleshooting Network Time Synchronization Network Time Protocol SNMP, Telemetry, and Logging Examining SNMP Examining Telemetry Examining Logging Basic Routing Configuration Configuring Intermediate System to Intermediate System (IS-IS) Configuring Open Shortest Path First (OSPF) Configuring Border Gateway Protocol (BGP) Configuring Routing Protocol for LLN (RPL) Policy Packet Filtering Access Control Lists Unicast Reverse Path Forwarding Management Plane Protection Monitoring Process Examining Processes and Threads Process Crashes Commands for Debugging Processes Restartability of Processes Process Monitoring Identifying Memory Problems Memory Depletion Core Dumps Core Dump Fundamentals Using Core Dump Information Additional course details: Nexus Humans Cisco Introduction to Cisco IOS XR v2.0 (IOSXR100) 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 Cisco Introduction to Cisco IOS XR v2.0 (IOSXR100) 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 The primary audience for this course is as follows: System Engineers System Administrators Architects Channel Partners Data Analysts Overview Upon completing this course, you will be able to meet these overall objectives: Describe how harnessing the power of your machine data enables you to make decisions based on facts, bot intuition or best guesses. Reduce the time you spend investigating incidents by up to 90%. Find and fix problems faster by learning new technical skills for real world scenarios. Get started with Splunk Enterprise, from installation and data onboarding to running search queries to creating simple reports and dashboards. Accelerate time to value with turnkey Splunk integrations for dozens of Cisco products and platforms. Ensure faster, more predictable Splunk deployments with a proven Cisco Validated Design and the latest Cisco UCS server. This course will cover how Splunk software scales to collect and index hundreds of terabytes of data per day, across multi-geography, multi-datacenter and cloud based infrastructures. Using Cisco?s Unified Computing System (UCS) Integrated Infrastructure for Big Data offers linear scalability along with operational simplification for single-rack and multiple-rack deployments. Cisco Integrated Infrastructure for Big Data and Splunk What is Cisco CPA? Architecture benefits for Splunk Components of IIBD and relationship to Splunk Architecture Cisco UCS Integrated Infrastructure for Big Data with Splunk Enterprise Splunk- Big Data Analytics NFS Configurations for the Splunk Frozen Data Storage NFS Client Configurations on the Indexers Splunk- Start Searching Chargeback Reporting Building custom reports using the report builder Application Containers Understanding Application Containers Understanding Advanced Tasks Task Library & Inputs CLI & SSH Task Understanding Compound Tasks Custom Tasks Open Automation Troubleshooting UCS Director Restart Module Loading Report Errors Feature Loading Report Registration REST API- Automation UCS Director Developer Tools Accessing REST using a REST client Accessing REST using the REST API browser Open Automation SDK Overview Open Automation vs. Custom Tasks Use Cases UCS Director PowerShell API Cisco UCS Director PowerShell Console Installing & Configuring Working with Cmdlets Cloupia Script Structure Inputs & Outputs Design Examples Additional course details: Nexus Humans Cisco Splunk for Cisco Integrated Infrastructure (SPLUNK) 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 Cisco Splunk for Cisco Integrated Infrastructure (SPLUNK) 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 3 Days 18 CPD hours This course is intended for Analyst End User Implementer Manager Overview Create a Work Breakdown Structure Define roles and resources Assign roles Assign resources Analyze resources Optimize the project plan Understand data structures Create a project Add activities View calendars Create relationships Schedule the project Assign constraints Create reports Format schedule data Execute the project Enrolling in this course will help you understand P6 Professional's basic features and functionality so you can apply them to your organization's project management processes. You'll also learn how to manage projects on time and within budget Understanding P6 Data Describing Enterprise and Project-Specific data Logging In Opening an Existing Project Opening and Customizing Layouts Enterprise Project Structure Describing Components of EPS Creating a Project Create a project Navigating in the Projects Window Viewing Project Details Creating a Work Breakdown Structure Defining a Work Breakdown Structure Creating the WBS Hierarchy Adding Activities Describing an Activity and its Components Describing Activity Types Adding Activities Adding a Notebook Topic Adding Steps to an Activity Assigning Activity Codes Creating Relationships Viewing a Network Logic Diagram Relationship Types Creating Relationships Scheduling Performing a Forward and Backward Pass Describing Float Assigning Constraints Applying an Overall Deadline to a Project Apply a Constraint to an Activity Using Reflection Projects Creating a Reflection Project Merging Changes Formatting Schedule Data Grouping Activities Sorting Filtering Roles and Resources Describing Roles and Resources Viewing Dictionaries Assigning Roles Assigning Roles to an Activity Assign Rates on Roles Assigning Resources Assigning Resources Adjusting Budgeted Units/Time Analyzing Resources Displaying the Resource Usage Profile Optimizing the Project Plan Analyzing Schedule Dates Shortening a Project Schedule Analyzing Resource Availability Baselining the Project Plan Creating a Baseline Plan Display Baseline Bars on the Gantt Chart Project Execution and Control Describing Methods for Updating the Schedule Using Progress Spotlight Statusing Activities Rescheduling the Project Reporting Performance Describing Reporting Methods Running a Schedule Report Creating a report with the Report Wizard Additional course details: Nexus Humans Primavera P6 Professional Fundamentals Rel 19 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 Primavera P6 Professional Fundamentals Rel 19 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.

An ICF accredited coach training programme.

Duration 1 Days 6 CPD hours This one day course provides a comprehensive overview of macOS, complete with insider tips for getting the most out of the operating system. The course shows how to configure system preferences, navigate around the finder, personalize the interface and as well as achieve fluency with all the operational functions of the macOS. Meet The macOS The User InterfaceUser PreferencesThe Menus and Menu Paths The Toolbar Scroll Bars The Sidebar The Go Menu, Utilities Folder The Clipboard Launching Applications The Finder The Launchpad and Mission Control Finder Essentials The Desktop Quick Look Different Viewing Options Spring Loaded Folders Creating an Archive Customizing your Finder The Desktop Customize your Toolbar Organizing your Desktop Labeling your Documents and Folders Creating Folders Smart Folders The Dock Opening Applications from the Dock Dock Preferences and Customizing your Dock Choosing which Applications appear in the Dock Accessing Folder content using Stacks Your Home Folder Moving, Copying and Deleting Files Emptying the Trash Switching Between Applications Showing and Hiding Applications. Closing Documents vs. Quitting Applications Using Continuity - Mac and iOS Interfacing with your Mac and your Apple mobile devices Messages and answering your iPhone Windows Closing and Minimizing Placing documents in the Dock The Keyboard Control, Option (Alt) and Command Keys Keyboard Shortcuts The Dictation Function Gestures and Voice Mouse and Hand Gestures Using Text-to-Speech Searches Finding Files and documents Advanced Spotlight Searches Widgets & Notifications The Dashboard Enabling and Viewing Widgets Enabling and Viewing Notifications Using Spaces Switching between Spaces Running applications in full screen mode Installing or Upgrading Applications Buying from the Mac App Store Downloading from the Internet Sharing Files Sending files using AirDrop Dropbox File Synchronization Enable File Sharing Getting OnLine Understanding the Apple Airport Connecting wirelessly Using Ethernet Creating a Network Connecting through outside Network Servers and VPN Staying Current with Software Update Troubleshooting Application Crashes Force Quit Deleting Preferences The Key Chain Internet Connections Backing Up Time Machine Setting up Time Machine Performing Backups Shortcuts How to better use and access Files and documents Basic shortcuts for speed and efficiency New User Account Creating a New User Switching Between Multiple User Accounts Additional course details: Nexus Humans Getting Started With the Mac Operating System 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 Getting Started With the Mac Operating System 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.

Sage Payroll Training Course - Fast Track This course brings you the skills you need to use this popular payroll program to confidently process any businesses payroll. Being able to use Sage 50 Payroll should lead to greater productivity. But it also helps the business conform to employment legislation and data security requirements. Furthermore, broken down into practical modules this course is a very popular and well received introduction to moving from manual payroll to computerised payroll. Moreover, it incorporates all the new government requirements for RTI reporting. Finally, Payroll is a vital role within any organisation. A career in payroll means specialising in a niche field with excellent progression opportunities. You will receive a CPD Completion certificate from Osborne Training once you finish the course. What skills will I gain? In this course you will be learning from Level 1 to Level 3 of Sage Computerised Payroll which could help you to land on your dream job in Payroll sector. Level 1 Introduction to payroll Introduction to Real Time Information (RTI) Preparing employee records Starters - new employees Calculation of Gross Pay The PAYE and National Insurance systems Creating Payslips and analysis Creating Backups and Restoring data Payment analysis Processing National Insurance contributions Voluntary deductions Processing Leavers Completing the payroll Procedures Level 2 Introduction to Payroll Introduction to Real Time Information (RTI) Preparing employee records Creating Backup and Restoring Data Starters - new employees Calculation of Gross Pay Deductions - Pension schemes and pension contributions Processing the payroll - introduction to the PAYE system Processing the payroll - income tax National Insurance contributions - Processing in the payroll Voluntary deductions Student Loan repayments Attachment of Earnings Orders & Deductions from Earnings Orders Processing Leavers Introduction to statutory additions and deductions Processing Statutory sick pay (SSP) Processing Statutory Paternity Pay (SPP) Statutory paternity pay and paternity leave Completing the processing of the payroll Creating Payslips and analysis Reports and payments due to HMRC Level 3 Advanced processing of the payroll for employees Preparation and use of period end preparation of internal reports Maintaining accuracy, security and data integrity in performing payroll tasks. Deductions - Pension schemes and pension contributions Processing the payroll -complex income tax issues Payroll Giving Scheme processing Processing Statutory Adoption Pay (SAP) Advanced Income tax implications for company pension schemes Student Loan repayments Processing Holiday Payments Processing Car Benefit on to the Payroll System Attachment of Earnings Orders & Deductions from Earnings Orders Leavers with complex issues Advanced processing of statutory additions and deductions Recovery of statutory additions payments - from HMRC Completing the processing of the payroll Complex Reports and payments due to HMRC Cost Centre Analysis Advanced, routine and complex payroll tasks Calculation of complex gross pay

Duration 2 Days 12 CPD hours This course is intended for Applications consultants, business analysts, business process owners, developer consultants, help desk consultants, project managers, and technology consultants. Overview This course will prepare you to: Give an overview of the S/4HANA embedded analytics architecture Explain the analytical offerings per user type Give an Introduction to SAP Best Practices for Analytics with SAP S/4HANA Explain the integration scenarios with SAP Business Warehouse In this course, students will gain an overview of the S/4HANA embedded analytics real-time operational reporting, its offerings per user type for the S/4HANA 610 and its integration with SAP Business Warehouse. Module 1 S/4HANA and S/4HANA embedded analytics introduction Module 2 S/4HANA embedded analytics architecture overview Module 3 Analytical Consumption Module 4 SAP Best Practices for Analytics with SAP S/4HANA Module 5 SAP Business Warehouse Integration Scenarios

Duration 3 Days 18 CPD hours This course is intended for This course is designed for any individual who might need to perform project management activities in their job role on either a formal or informal basis, or any individual who wants to build upon their current project management knowledge to be more productively involved on a project team. This course is not specifically designed for students who are seeking project management-related certification. Rather, it is designed to introduce a structure to help students more effectively manage projects as well as participate fully on a project team. Overview In this course, you will apply recognized practices of project management to manage a project from start to finish. You will: - Identify the basic concepts of project management. - Launch a project. - Estimate project work. - Create a project schedule. - Plan project costs. - Plan for project risks. - Plan for project quality and compliance. - Manage human and physical resources for the project. - Manage project procurements. - Plan for change management and monitor the project scope. - Monitor and optimize project schedule and cost. - Monitor the quality of the project work and the risks involved. - Plan communication strategies and manage stakeholder relationships. - Close a project. If you are taking this course, you probably have some exposure to managing projects, or you may be considering embarking on a career as a professional project manager. Your ability as a project manager to demonstrate best practices in project management on the job is becoming the standard to compete in today's fast-paced and highly technical workplace. In this course, you will apply the generally recognized practices of project management to successfully manage projects. Project managers are always under severe pressure to complete projects on time and within budget. However, most projects fail to meet these demands, and, as a result, many projects are terminated early. Successful project management requires knowledge and experience. This course is designed to provide you with the skills needed to be a successful project manager in today's rapidly changing world. The skills and knowledge you gain in this course will help you avoid making costly mistakes and increase your competitive edge in the project management profession. Getting Started with Project Management Define Project Management Basics Identify Influencing Factors Define Project Management Certifications Launching Projects How Organizations Choose the Right Project Identify Project Stakeholders and Their Expectations Authorize a Project Identify the Project Scope Estimating Project Work Develop a WBS Identify the Relationships Between Work Packages Identify Resources Estimate Time Creating a Project Schedule Develop a Project Schedule Create a Schedule Baseline Planning Project Costs Establish Project Costs Establish the Cost Baseline Reconcile Funding and Costs Planning for Risk Create a Risk Management Plan Identify Risks and Their Causes Analyze Risks Develop a Risk Response Plan Planning for Quality and Compliance Deliver the Desired Project Results Verify Compliance Requirements Managing the Project Team Plan Your Project Team Assemble the Team Develop the Team Manage the Team Managing Project Procurements Plan for Project Procurements Obtain Responses from Vendors Select the Right Vendor Manage Vendors and Procurements Managing Change During Project Execution Prepare for Project Execution Manage Project Changes Monitor the Project Scope Monitoring and Controlling Project Schedule and Cost Monitor and Control the Project Schedule Optimize the Project Schedule Monitor and Control Project Cost Monitoring and Controlling Risk and Quality Monitor and Control Risks Put Quality Plans into Action Control Project Quality Communicating and Reporting Communicate During a Project Distribute Project Information Manage Stakeholder Relationships and Expectations Report on Project Performance Closing the Project Deliver the Final Product Close Project Procurements Close the Project

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