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Duration 4 Days 24 CPD hours This course is intended for This course is aimed at IT professionals who support Windows 11 desktops, devices, users, and associated network and security resources. The secondary audience for this course is Desktop/Device Support Technicians (DSTs) who provide Tier 2 support to users with computers that are running the Windows 11 operating system (OS) in a on-premises environment. Overview After completing this course, you will be able to: Install and configure Windows 11 desktops and devices in a Windows Server domain corporate environment Install and customize Windows 11 operating systems and apps Configure local and remote network connectivity and storage Configure data security, device security, and network security Maintain, update, and recover Windows 11. This is a 4-day ILT course designed to provide you with the knowledge and skills required to install and configure Windows 11 desktops and devices in an on-premises Windows Server Active Directory domain environment. Module 1: Installing Windows 11 Introducing Windows 11 Installing Windows 11 Module 2: Upgrading and updating Windows 11 Upgrading to Windows 11 Migrating user state Managing Windows 11 updates Module 3: Configuring Windows 11 devices Local configuration tools in Windows 11 Using Windows Admin Center Using Windows PowerShell Implementing Remote Management Module 4: Configuring network connectivity Configuring network connectivity Implementing name resolution Implementing remote access Module 5: Managing storage Overview of storage options Managing local storage Managing Storage Spaces Module 6: Managing resources Configuring and managing file access Configuring and managing shared folders Implementing Work Folders Managing printers Module 7: Managing apps in Windows 11 Deploying apps Managing access to the Microsoft Store Configuring Microsoft Edge Module 8: Implementing and managing security Managing user and group accounts Configuring User Account Control Implementing BitLocker Implementing Windows 11 security features Securing against network threats Module 9: Monitoring Windows 11 Monitoring Windows 11 Optimizing Windows 11 performance Module 10: Troubleshooting Windows 11 Managing Windows 11 startup Recovering Windows 11 Managing devices and drivers Understanding the registry Recovering files

Duration 5 Days 30 CPD hours This course is intended for This course is intended for both novice and experienced programmers. Some experience in C++, C# or Java is helpful. Overview After completing this course, you will be able to: Write and test JavaScript code in modern browsers. Understand and work with the browser's Document Object Model (DOM). Work DOM objects and write code to respond to events. Add jQuery to their projects and use jQuery to manipulate the DOM and to make Ajax calls. Understand Ajax and Web Services, including HTTP Verbs and asynchronous Ajax calls. Work with XML and JSON data formats. Understand and use RESTful Web Services including ODATA queries. Work with Anonymous Functions, Self-Invoking Functions and Closures. Understand the role of the Window and Navigator objects. Describe and understand variables, 'variable hoisting', and JavaScript objects. This course is an in depth hands-on study of JavaScript. The course includes detailed hands-on labs and Q&A labs. The labs include multiple projects that update an existing web site. This course is similar to the retired Course 20480: Programming in HTML5 with JavaScript and CSS3. Module 1: Basic Scripting JavaScript Basics JavaScript or ECMAScript? Which Version of JavaScript am I Using? Shims, Shivs, and Polyfills Writing and Testing JavaScript Editors and the F12 Tools Key Parts of a Script Module 2: The Document Object Model The DOM Accessing Objects from the DOM Responding to Events Adding Elements to the DOM Module 3: Introduction to jQuery jQuery Downloading the jQuery Library jQuery Versions Linking to the Library Selecting Elements using jQuery Working with the Data Returned by jQuery Setting CSS Properties Running a Function Against the jQuery Return Set Module 4: Ajax and Web Services Web Services HTTP Verbs Data Formats ? XML and JSON Ajax RESTful Web Services OData OData Queries OData Updates Module 5: Diving in Deeper Is JavaScript Compiled? Data Types and Objects Extending Data Types Variables, Scopes and Hoisting Functions The ?this? Keyword Errors Recursion

Duration 5 Days 30 CPD hours Overview How to implement advanced administration concepts such as backups, disaster recovery, scalability and redundancy for a Citrix Virtual Apps and Desktop 7 Site. Advanced troubleshooting techniques to troubleshoot Citrix Virtual Apps and Desktop 7. Security considerations and configurations for Citrix Apps and Desktop 7 site including multi-site management using zones. Install and initialize WEM and integrate into Citrix Virtual Apps and Desktops and Citrix DaaS. Configure WEM features to improve the end user environment and virtual resource consumption. Migrate an on-premises WEM deployment to WEM service Designed for experienced IT professionals, this course builds on the foundational implementation and management skills introducing scalability, redundancy, and security configurations. You will learn to build to implement Workspace Environment Management to improve logon times, centralize user settings management, and optimize the performance of machines. In the advanced troubleshooting section, you will learn techniques to investigate many of the common issues that can affect environment health and how to solve issues more effectively. You will leave this course with a good understanding of how to manage more complex solutions such as multi-location environments with configurations around StoreFront, the Delivery Controllers, Cloud Connectors, and HDX. Module 1: Introduction to Citrix Virtual Apps and Desktops 7 Advanced Configuration Citrix Virtual Apps and Desktops Deployments - Advanced Configuration Module 2: Planning: Redundancy and Scalability Citrix Virtual Apps and Desktops Redundancy and Scalability StoreFront and Citrix Gateway Redundancy and Scalability Site Infrastructure Redundancy and Scalability Machines Running the Virtual Delivery Agent Module 3: Planning: Virtual Apps and Desktops Environment with Multiple Locations Zones VDA Registration in a Multi-Zone Environment Zone Preference Optimal Gateway Routing and Zones StoreFront Resource Aggregation Managing StoreFront Store Subscriptions in a Multi-Location Environment Module 4: Planning: Backups and Disaster Recovery Backups Disaster Recovery Considerations Disaster Recovery Process Module 5: Planning: Advanced Authentication Methods Multi-factor Authentication - RADIUS and One Time Passwords (OTP) Multi-factor Authentication ? Smart Card Authentication Federated Authentication Module 6: Planning: App and Data Security Introduction to Application Security Preventing Jailbreak Attacks Minimizing the Impact of Attacks Module 7: Planning: Virtual Delivery Agent Security Transport Layer Security (TLS) Virtual Delivery Agent (VDA) Encryption Microsoft Group Policy Objects (GPOs) and Citrix Policies Image Management Module 8: Introduction to Troubleshooting Troubleshooting Methodology Resource Tools and Utilities Introduction to PowerShell Module 9: Troubleshoot Access Issues Troubleshooting StoreFront Citrix ADC and Citrix Gateway ? Workflow and Troubleshooting Overview Citrix ADC and Citrix Gateway - Troubleshooting Access and Authentication Citrix ADC and Citrix Gateway - Troubleshooting App/Desktop Launch Module 10: Troubleshoot Delivery Controller Issues Validating FlexCast Management Architecture (FMA) Services Module 11: Troubleshoot Virtual Delivery Agent (VDA) Registration Issues Troubleshooting Virtual Delivery Agent (VDA) Registration Module 12: Troubleshoot HDX Connection Issues Troubleshooting HDX Connections Module 13: Introduction to Workspace Environment Management (WEM) WEM Features and Benefits Module 14: Planning ? WEM Architecture and Component Communications WEM On-Premises Components and Deployments WEM Service Components and Deployments WEM Component Communication Workflows Module 15: Planning - WEM On-Premises Deployment Installation On-Premises WEM: Leading Practice Installation Prerequisites and Steps On-Premises WEM: ADMX Template Configuration Choosing a Security Principal to run the WEM Infrastructure Service Creating the WEM Database Running the WEM Infrastructure Service Configuration Utility On-Premises WEM: Agent Installation Module 16: Planning ? WEM Service Deployment Installation WEM On-Premises vs WEM Service WEM Service: Leading Practice Installation Prerequisites and Steps WEM Service: ADMX Template Configuration WEM Service: Agent Installation Module 17: Planning ? WEM Consoles and Initial Setup On-Premises WEM and WEM Service Consoles WEM Initial Setup Migrating GPO settings to WEM Module 18: Planning ? WEM System and Log On Optimization WEM System Optimization Overview WEM CPU Management WEM Memory Management Additional System Optimization Features WEM Log On Optimization Overview WEM Assigned Actions WEM Environmental Settings Citrix Profile Management In WEM Module 19: Planning ? WEM Security and Lockdown Features WEM Security Management Features Privilege Elevation and Process Hierarchy Control WEM Transformer Module 20: Planning - The WEM Agent WEM Settings Processing and WEM Agent Caches WEM Agent Integration with Citrix Virtual Apps and Desktops and Citrix DaaS Module 21: Planning ? WEM Monitoring, Reporting, and Troubleshooting WEM Monitoring and Reporting WEM Agent Troubleshooting WEM Service Troubleshooting Module 22: Planning ? Upgrading WEM and Migration to WEM Service Upgrading Workspace Environment Management WEM On-Premises Migration to WEM Service Module 23: Rolling Out a WEM Deployment WEM Agent User Options on Windows Desktops Module 24: Managing a WEM Deployment Measuring WEM Success Additional course details: Nexus Humans CWS-322 Citrix Virtual Apps and Desktops 7 Advanced Configuration and WEM Administration 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 CWS-322 Citrix Virtual Apps and Desktops 7 Advanced Configuration and WEM Administration 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 The primary audience for this course is as follows: • Cisco Unified Communications system channel partners and resellers who are responsible for sales, implementation or administration of a Cisco Unified Contact Center. • System and technical support engineers. • Day 1 and Day 2 support personnel. • Administrative and reporting personnel. Overview Upon completing this course, the learner will be able to meet these overall objectives: • Understand the Cisco Unified CCE solution, architecture, solution options, integrated features, and call flow options. • Understand basic principles and configuration requirements for ACD activity in Cisco Unified CM, Cisco Unified CVP, ICM, and how to access and use the Cisco Finesse Agent Desktop. • Understand requirements and configurations to implement IVR activity in Cisco Unified CVP. • Understand and use administrative features and functions of ICM and implement more complex routing to include Precision Routing, routing from Cisco Unified Communications Manager and routing in a ring-no-answer condition. • Understand basic concepts and terms to access, view, modify reports and use other reporting functions provided by Cisco Unified Intelligence Center. Helps prepare learners to administer the Cisco Unified CCE v11.5 solution. Cisco Unified Contact Center Enterprise Overview Lesson 1: Presenting Cisco Unified Contact Center Enterprise Lesson 2: Cisco Unified CCE Core Components Lesson 3: Cisco Unified CCE Options Lesson 4: Basic Call Flow Models Basic ACD Configurations Lesson 1: Configuring Cisco Unified Communications Manager Lesson 2: Configuring Cisco Unified CVP Lesson 3: Configuring Cisco Unified CCE Lesson 4: Using Cisco Finesse Lesson 5: Using Cisco Unified CCE Script Editor Configuring Cisco Unified CVP for IVR Functionality Lesson 1: Basic IVR Configurations Lesson 2: Basic IVR Scripting using CVP Micro-Applications Extended Functions Lesson 1: ICM User Accounts and Feature Control Sets Lesson 2: Using ICM Utilities Lesson 3: Understanding ICM Variables Lesson 4: Precision Routing Lesson 5: Routing Calls from Cisco Unified CM Lesson 6: Ring-No-Answer Routing Cisco Unified CCE Reporting Lesson 1: Introducing Cisco Unified Intelligence Center Lesson 2: Running and Modifying CUIC Reports Lesson 3: Creating CUIC Reports and Dashboards

Learn more about entering the exciting field of Clinical Research, and how you can quickly start or grow your career! Tuesday, August 27 · 1 - 2am GMT+1 Join us to learn about Clinical Research--a growing field that offers a variety of career opportunities--and how you can acquire the skills to work in Clinical Research! Ask questions of experts working in the field. Discover the PCC Clinical Research program. In this 6 month, part-time class, you learn the foundational terms, concepts, and elements of designing and implementing clinical research, preparing you for a great job for an in-demand role. Most positions offer starting hourly rates ranging between $23-$36 per hour, and typically include benefits. Clinical research skills and knowledge are used in research sites such as medical centers and hospitals, pharmaceutical, device or biotechnology companies, or in contract research organizations. PCC's Foundations of Clinical Research curriculum was developed in partnership with local Oregon healthcare leaders including OHSU, Kaiser Permanente, Providence Health & Services, and Legacy Health. In the Foundations of Clinical Research non-credit certificate program at PCC's Institute for Health Professionals, you will learn will ethical, regulatory, historical and operational, recruitment, reporting, and other principles that support successful clinical trials. Seeking a new opportunity in a growing field? Already a CNA or Nurse and looking to transition to a role that doesn't have you running ragged all day? Check out PCC's IHP Clinical Research program!

Company Accounting - tax return, Annual accounts and Annual return Training Course If you want to work in a Finance or Tax department of a business or as an accountant in well-known accountancy firms it is vital that you know how to prepare accounts for the company and submit them to the right places. This UK Tax accounting course will upgrade your skills to higher level. Completing this course will enable you learn more about the procedures involved in submitting Corporate Tax Return. Once you are skilled on this, you can offer this as a service to potential business clients and earn £££. If you are running a business you can process your own Business Tax return and Accounts, instead of paying someone else to do it. It will save a lot of money (£££) every year. You will stay ahead of the competition if you are looking for a job in the Accounting or Tax Industry once you are skilled Business Accounting and Tax procedures. Identifying requirements to set up a UK Company Identifying Statutory Requirements for Companies Introduction to Confirmation Statement processing Identifying Types of Companies based on size Identifying Types and requirements of various Submissions available Identifying minimum requirements in a Balance Sheet and Profit & Loss Account Identifying Tax Return periods and deadlines Identifying Penalties for Late filing Identifying Closing Down Procedures for Companies Introduction to the Filing Company accounts procedure Company house forms and correspondences Understanding of IXBRL requirements Understanding submission procedures using HMRC Online CT600 (Webfiling) Using one Business(SME/Micro Entity) case to understand the procedures on Annual Submission for Company Tax Return and Accounts submission

Monthly online ekphrastic writing workshops exploring contemporary artworks for story inspiration.

Duration 5 Days 30 CPD hours This course is intended for The primary audience for this course are Application Consultants, Business Analysts, Business Process Owners/Team Leads/Power Users, Data Consultants /Managers, Program/Project Managers, and Solution Architects. Overview Gain hands-on experience in running SAP BusinessObjects BI tools on top of SAP NetWeaver BW data In this course, students are provided with detailed knowledge on the integration for reporting of SAP BusinessObjects BI Platform 4.x with SAP NetWeaver 7.x. Overview of SAP BusinessObjects Business Intelligence(BI) 4.x and SAP NetWeaver Describing SAP BusinessObjects 4.x Semantic Layer in SAP BusinessObjects BI 4.x and Data Connectivity Describing Semantic Layer Technology Creating a Universe with the Information Design Tool SAP BusinessObjects Analysis, Edition for Microsoft Office and SAP NetWeaver BW Creating a Workbook in SAP BusinessObjects Analysis, Edition for Microsoft Office Creating a Workbook with SAP BusinessObjects Analysis, Edition for Microsoft Office and SAP BW SAP BusinessObjects Analysis, Edition for OLAP and SAP NetWeaver BW Creating a Workspace with SAP BusinessObjects Analysis, Edition for OLAP Creating a Workspace in SAP BusinessObjects Analysis, Edition for OLAP Based on a BW Query SAP BusinessObjects Design Studio and SAP NetWeaver BW Creating an Analytical Application in SAP BusinessObjects Design Studio Creating an Analytical Application with Scripting SAP BusinessObjects Dashboards and SAP NetWeaver BW Creating a Dashboard with SAP BusinessObjects Dashboards Creating a Dashboard with BEx Query SAP Crystal Reports and SAP NetWeaver BW Creating a Report with SAP Crystal Reports for Enterprise Creating a Report with SAP Crystal Reports 2013 Creating a Report with SAP Crystal Reports 2013 and SAP NetWeaver BW Differentiating SAP Crystal Reports 2013 and SAP Crystal Reports for Enterprise SAP BusinessObjects Web Intelligence and SAP NetWeaver BW Creating a Web Intelligence Document Creating a Web Intelligence Document for SAP NetWeaver BW SAP BusinessObjects Explorer and SAP NetWeaver BW Creating an SAP BusinessObjects Explorer Information Space Describing Data Connectivity between SAP BusinessObjects Explorer and SAP NetWeaver BW Information Distribution Reporting with Mobile Devices Creating Publications with SAP Crystal Reports and SAP BusinessObjects Web Intelligence Integrating BI Content with SAP NetWeaver Enterprise Portal

Duration 4 Days 24 CPD hours This course is intended for Account and project managers Contact Center Enterprise (CCE) administrators Deployment engineers Technical sales Overview After taking this course, you should be able to: Navigate CCE configuration and scripting tools Configure a dialed number, call type, and media routing domain Build a basic Cisco Intelligent Contact Management (ICM) script Configure agents and skill groups Configure basic Interactive Voice Response (IVR) functionality Implement attributes and precision queues Configure Ring-No-Answer (RONA) using CCE configuration tools Configure and populate an agent team and primary supervisor Improve agent efficiency through finesse enhancements Build and test a basic Voice XML (VXML) application Implement roles, departments, and business hours Run Cisco Unified Intelligence Center (CUIC) reports using the Reporting tool The Administering Cisco Contact Center Enterprise (CCEA) v1.0 course teaches you the contextual information around call flow between components in the Cisco© Unified Contact Center Enterprise (UCCE) solution including intelligent contact routing, call treatment, network-to-desktop Computer Telephony Integration (CTI), and multichannel contact management over an IP infrastructure. You receive hands-on practice using administrative tools to perform routine adds, moves, and changes in an inbound contact center environment. Cisco Unified Contact Center Review Contact Center Basics Components and Architecture Deploying Basic Call Settings Associate Basic Call Settings Explore Media Routing Domains Building a Basic Cisco Unified Contact Center Enterprise Script Introduce Script Editor Use Script Editor Nodes Configuring Basic Agent Functionality Introduce Agent Functionality Configure Agent Desk Settings Configuring Basic Call Treatment and Queuing Explore Media Server and Files Introduce Microapps Implementing Precision Routing Introduce Precision Routing Basics Examine the Migration Path Configuring RONA Support Introduce RONA Functionality Identify RONA Timeout Considerations Configuring Agent Teams and Supervisors Configuring Teams and Supervisors Explore Agent Roles Administering the Cisco Finesse Desktop Administering Cisco Finesse Desktop Introduce Cisco Finesse Administration Implementing Voice XML Applications Introduce VXML Build a Basic Call Studio Project Configuring Roles, Departments, and Business Hours Examine Post-Call Survey Functionality Configure Post-Call Survey Running Unified CC Enterprise Reports with Unified Intelligence Center (IC) Configure Unified CC Enterprise Administrators Configure Departments

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