6234 Object courses in Cardiff delivered Online

Maximize the value of data assets in the oil and gas sector with EnergyEdge's assessment-based training course on Python programming and analytics.

Duration 5 Days 30 CPD hours This course is intended for This class is ideal for experienced Salesforce Administrators, business analysts, and implementation specialists looking to gain a greater technical understanding of Salesforce CPQ Administration. It's also designed for experienced administrators, solution architects, implementation consultants, and developers looking to understand the full capabilities of Salesforce CPQ in order to formulate solutions for their business. This class is also a great foundation builder for anyone looking to earn the Salesforce CPQ Specialist credential. Overview When you complete this course, you'll be able to: Set Up Products, Bundles, and Product Rules Build Price Rules to Automatically Populate Field Values While Quoting or Configuring a Bundle Set Up Appropriate System Discounts and Pricing Methods Configure Dynamic Output Document Generation Manage Subscription Products (Including the Processes for Renewing and/or Amending Them) Formulate Sound Solutions to Common CPQ Business Requirements Make Significant Progress in Preparing for the Salesforce Certified CPQ Specialist Exam Discover how to configure an end-to-end Salesforce CPQ solution with out-of-the-box functionality. In this 5-day class, our CPQ experts will give you an in-depth look at Salesforce CPQ and its applications. You?ll learn how to set up and manage products, configure discount and pricing methods, create and manage subscriptions, and formulate solutions to meet common CPQ business requirements so you can successfully implement a Salesforce CPQ solution for your company. Course Introduction Review Course Objectives Set Learner Expectations Review Housekeeping Rules Explore Additional Course Resources Review Exam Quick Facts Introduction to CPQ Understand the Business Case for CPQ Watch an End-to-End Solution Demo Build a Quote Object Model Foundations Get Familiar with Products, Price Books, and Price Book Entries Review Product Fields Integral to Basic Salesforce CPQ Functionality Product Selection Modify Out-of-the-Box Button Behavior for Product Selection Review Guided Selling Bundle Configuration Define and Build Product Bundles Enforce Business Logic with Product Features Option Selection Guidelines Enforce Business Logic with Option Constraints Product Rules Define Product Rules Enforce Business Logic with Product Rules (Including Validation Rules, Alert Rules, Selection Rules, and Dynamic Bundles) Build Product Rules Using Supporting Objects (Including Error Conditions, Product Actions, Summary Variables, Configuration Rules, and Configuration Attributes) Pricing Methods Discover Pricing Waterfall Default Flows Review List Pricing, Cost Plus Markup, and Block Pricing Use Contracted Pricing for Negotiated Prices Subscription Pricing Configure Subscription and Proration Pricing Methods Understand How Subscription Pricing Methods Affect List and Regular Price Discounting Compare Discounting Strategies Build a Discount Schedule Price Rules Set Values for Quote and Quote Line Fields Declaratively Review CPQ Advanced Quote Calculator Calculation Events and Conditions Understand Price Action Sources (Including Static Values, Summary Variables, Formulas, and Lookup Tables) Create Lookup Queries to Outsource Evaluation to a Lookup Object Advanced Approvals Compare and Contrast the Advanced Approval Package Versus Native Approvals Define Approvers, Approval Chains, Approval Variables, and Approval Rules to Meet Specific Business Requirements Quote Templates Generate Dynamic Output Documents Create Conditional Template Content Localization and Multicurrency Make Accommodations for Localization Define Localization and How It Works in CPQ Orders Review Business Purposes of an Order Define the Data Model for Orders Define Data Requirements to Generate Orders Contracts, Renewals, and Amendments Generate New Contracts to Manage Active Subscriptions Related to an Account Review Amendment and Renewal Processes Review Renewal Pricing Methods Capstone Class Project: Troubleshoot Common Scenarios in Salesforce CPQ Design a Solution

Windows Server 2016 - Level 1 Hands-on Training Course Overview Are you looking to begin your Microsoft Server 2016 career or want to develop more advanced skills in Microsoft Server 2016? Then this Windows Server 2016 - Level 1 Hands-on Training course will set you up with a solid foundation to become a confident Windows Server 2016 administrator and help you to develop your expertise in Microsoft Server 2016. This Windows Server 2016 - Level 1 Hands-on Training course is accredited by the CPD UK & IPHM. CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Whether you are self-taught and you want to fill in the gaps for better efficiency and productivity, this Windows Server 2016 - Level 1 Hands-on Training course will set you up with a solid foundation to become a confident Windows Server 2016 administrator and develop more advanced skills. Gain the essential skills and knowledge you need to propel your career forward as a Windows Server 2016 administrator. The Windows Server 2016 - Level 1 Hands-on Training course will set you up with the appropriate skills and experience needed for the job and is ideal for both beginners and those currently working as a Windows Server 2016 administrator. This comprehensive Windows Server 2016 - Level 1 Hands-on Training course is the perfect way to kickstart your career in the field of Microsoft Server 2016. This Windows Server 2016 - Level 1 Hands-on Training course will give you a competitive advantage in your career, making you stand out from all other applicants and employees. If you're interested in working as a Windows Server 2016 administrator or want to learn more skills on Microsoft Server 2016 but unsure of where to start, then this Windows Server 2016 - Level 1 Hands-on Training course will set you up with a solid foundation to become a confident Windows Server 2016 administrator and develop more advanced skills. As one of the leading course providers and most renowned e-learning specialists online, we're dedicated to giving you the best educational experience possible. This Windows Server 2016 - Level 1 Hands-on Training course is crafted by industry expert, to enable you to learn quickly and efficiently, and at your own pace and convenience. Who should take this course? This comprehensive Windows Server 2016 - Level 1 Hands-on Training course is suitable for anyone looking to improve their job prospects or aspiring to accelerate their career in this sector and want to gain in-depth knowledge of Microsoft Server 2016. Entry Requirement There are no academic entry requirements for this Windows Server 2016 - Level 1 Hands-on Training course, and it is open to students of all academic backgrounds. As long as you are aged seventeen or over and have a basic grasp of English, numeracy and ICT, you will be eligible to enrol. Assessment Method This windows server 2016 - level 1 hands-on training online course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner can grasp from each section. In the assessment pass mark is 60%. Course Curriculum Course Overview Course Overview Video Building Your Virtual Lab Environment Video - Downloading ISO and OVA Fles for VirtualBox Video and Lab - Create Virtual Install of Server 2016 Full GUI Using VirtualBox Video and Lab - Create Virtual Install of Server 2016 Core Using VirtualBox Video and Lab - Create Virtual Install of Windows 10 Pro Using VirtualBox Video - Take a Snapshot of Your Current Configuration Building a Microsoft Server 2016 Domain Video and Lab - Preparing Your Network for Active Directory Video and Lab - Prepare Server 2016 for Promotion to a Domain Controller Video and Lab - Promote Server 2016 to a Domain Controller Video and Lab - Join Server 2016 Core to Windows 2016 Domain Video and Lab - Promote Server Core to a Domain Controller Video and Lab - Add a Windows 10 Workstation to a Microsoft Domain Video - Create a Server 2016 Replica Domain Controller Domain Naming System (DNS) Video - Installing the DNS Role Using Server Manager Video - Create a secondary or backup DNS server using Server Core Video - Create a DNS reverse lookup zone in Server 2016 Video - Create a new DNS host record Video - Create a new MX record in DNS Dynamic Host Configuration Protocol (DHCP) Video and lab - Install and configure DHCP Using PowerShell Video - Authorize a Windows 2016 DHCP Server Video - Server and Scope options in Windows server 2016 Video - How to Edit the Default Gateway Settings in DHCP Video - How to Edit DNS Server List in DHCP Video - Use Filters in DHCP to Deny Clients DHCP Services Video - Use DHCP User Classes to Assign Alternate Scope Options Video - Edit a DHCP Scope Video - How to backup and restore the DHCP database video - Create predefined options in DHCP Speed Learning Active Directory Administration Video - Create a user in Active Directory Video - Create an administrator user in Server 2016 Video - Create a distribution group in Active Directory Video - Create and use a security group Video - Create an Organizational Unit Video - Unlock a User Account Video - Move an object to a New Organizational Unit in Active Directory Video - Change the domain administrator password Video - Fix Access Denied when deleting Active Directory objects Speed Learning Group Policy Video - Prevent automatic logoff due to inactivity Video - Create and link a Group Policy Object to an OU Video - Edit group policy objects to affect a user Video - Edit a group policy object to affect a computer Video - Backup and restore Group Policy objects Video - Force Screensaver and Timeouts Using Group Policy Video - Change Users Desktop Background Using Group Policy Speed Learning Server 2016 Administration Video - Overview of The New Start Menu for Server 2016 Video - Working with Task View in Server 2016 Video - Enable Remote Desktop Using PowerShell 623 Video - Rearm The 180-Day Evaluation Period for Wndows Server Video - Rearm The 30-Day Evaluation Period for Windows 10 Video - Create a Heads-up Display Using BgInfo Video - Change the date, time and numbers format in Server 2016. Video - Rename Windows Server 2016 Using PowerShell Manage Files and Shares Video and Lab - Setup Work Folders in a Windows Domain Video and Lab - Configure a Distributed File System Using Windows Server Video - Create a Shared Folder on a Windows Server Video - Create a Shared Folder Using Server Manager Speed Learning Managing Printers Video - Add a network printer in Windows server 2016 Video - Install and use the Print Management Role in Windows Server 2016 Video - Deploy printers using Group Policy in Windows Server 2016 Speed Learning Server 2016 Firewall Video - Turn the Firewall on or off in Windows 2016 Server Video - Allow an inbound port through a Windows Firewall Video - Enable PING for Server 2016 and Windows 10 Video - Using Netsh to Manage the Windows Firewall Video - Using Powershell to Gather Firewall Information Disk Management Video and Lab - Adding Additional Hard Disks Using VirtualBox Video - Shrink or Extend a Volume in Windows Server Video - Format a Volume With Refs in Windows Server Video - Format a volume with FAT32 in Windows Server Troubleshooting Video - NSLookup Video and Lab - Troubleshooting Internet Connectivity Overview of Windows Sysinternal Tools Video - Overview of Sysinternal's Process Explorer Order Your Certificate Now Order Your Certificate Now Feedback Feedback Certificate of Achievement Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35. FAQs Is CPD a recognised qualification in the UK? CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD-certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Are QLS courses recognised? Although QLS courses are not subject to Ofqual regulation, they must adhere to an extremely high level that is set and regulated independently across the globe. A course that has been approved by the Quality Licence Scheme simply indicates that it has been examined and evaluated in terms of quality and fulfils the predetermined quality standards. When will I receive my certificate? For CPD accredited PDF certificate it will take 24 hours, however for the hardcopy CPD certificate takes 5-7 business days and for the Quality License Scheme certificate it will take 7-9 business days. Can I pay by invoice? Yes, you can pay via Invoice or Purchase Order, please contact us at info@lead-academy.org for invoice payment. Can I pay via instalment? Yes, you can pay via instalments at checkout. How to take online classes from home? Our platform provides easy and comfortable access for all learners; all you need is a stable internet connection and a device such as a laptop, desktop PC, tablet, or mobile phone. The learning site is accessible 24/7, allowing you to take the course at your own pace while relaxing in the privacy of your home or workplace. Does age matter in online learning? No, there is no age limit for online learning. Online learning is accessible to people of all ages and requires no age-specific criteria to pursue a course of interest. As opposed to degrees pursued at university, online courses are designed to break the barriers of age limitation that aim to limit the learner's ability to learn new things, diversify their skills, and expand their horizons. When I will get the login details for my course? After successfully purchasing the course, you will receive an email within 24 hours with the login details of your course. Kindly check your inbox, junk or spam folder, or you can contact our client success team via info@lead-academy.org

Windows Server 2016 - Level 1 Hands-on Training Course Overview Are you looking to begin your Microsoft Server 2016 career or want to develop more advanced skills in Microsoft Server 2016? Then this Windows Server 2016 - Level 1 Hands-on Training course will set you up with a solid foundation to become a confident Windows Server 2016 administrator and help you to develop your expertise in Microsoft Server 2016. This Windows Server 2016 - Level 1 Hands-on Training course is accredited by the CPD UK & IPHM. CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Whether you are self-taught and you want to fill in the gaps for better efficiency and productivity, this Windows Server 2016 - Level 1 Hands-on Training course will set you up with a solid foundation to become a confident Windows Server 2016 administrator and develop more advanced skills. Gain the essential skills and knowledge you need to propel your career forward as a Windows Server 2016 administrator. The Windows Server 2016 - Level 1 Hands-on Training course will set you up with the appropriate skills and experience needed for the job and is ideal for both beginners and those currently working as a Windows Server 2016 administrator. This comprehensive Windows Server 2016 - Level 1 Hands-on Training course is the perfect way to kickstart your career in the field of Microsoft Server 2016. This Windows Server 2016 - Level 1 Hands-on Training course will give you a competitive advantage in your career, making you stand out from all other applicants and employees. If you're interested in working as a Windows Server 2016 administrator or want to learn more skills on Microsoft Server 2016 but unsure of where to start, then this Windows Server 2016 - Level 1 Hands-on Training course will set you up with a solid foundation to become a confident Windows Server 2016 administrator and develop more advanced skills. As one of the leading course providers and most renowned e-learning specialists online, we're dedicated to giving you the best educational experience possible. This Windows Server 2016 - Level 1 Hands-on Training course is crafted by industry expert, to enable you to learn quickly and efficiently, and at your own pace and convenience. Who should take this course? This comprehensive Windows Server 2016 - Level 1 Hands-on Training course is suitable for anyone looking to improve their job prospects or aspiring to accelerate their career in this sector and want to gain in-depth knowledge of Microsoft Server 2016. Entry Requirement There are no academic entry requirements for this Windows Server 2016 - Level 1 Hands-on Training course, and it is open to students of all academic backgrounds. As long as you are aged seventeen or over and have a basic grasp of English, numeracy and ICT, you will be eligible to enrol. Assessment Method This windows server 2016 - level 1 hands-on training online course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner can grasp from each section. In the assessment pass mark is 60%. Course Curriculum Course Overview Course Overview Video Building Your Virtual Lab Environment Video - Downloading ISO and OVA Fles for VirtualBox Video and Lab - Create Virtual Install of Server 2016 Full GUI Using VirtualBox Video and Lab - Create Virtual Install of Server 2016 Core Using VirtualBox Video and Lab - Create Virtual Install of Windows 10 Pro Using VirtualBox Video - Take a Snapshot of Your Current Configuration Building a Microsoft Server 2016 Domain Video and Lab - Preparing Your Network for Active Directory Video and Lab - Prepare Server 2016 for Promotion to a Domain Controller Video and Lab - Promote Server 2016 to a Domain Controller Video and Lab - Join Server 2016 Core to Windows 2016 Domain Video and Lab - Promote Server Core to a Domain Controller Video and Lab - Add a Windows 10 Workstation to a Microsoft Domain Video - Create a Server 2016 Replica Domain Controller Domain Naming System (DNS) Video - Installing the DNS Role Using Server Manager Video - Create a secondary or backup DNS server using Server Core Video - Create a DNS reverse lookup zone in Server 2016 Video - Create a new DNS host record Video - Create a new MX record in DNS Dynamic Host Configuration Protocol (DHCP) Video and lab - Install and configure DHCP Using PowerShell Video - Authorize a Windows 2016 DHCP Server Video - Server and Scope options in Windows server 2016 Video - How to Edit the Default Gateway Settings in DHCP Video - How to Edit DNS Server List in DHCP Video - Use Filters in DHCP to Deny Clients DHCP Services Video - Use DHCP User Classes to Assign Alternate Scope Options Video - Edit a DHCP Scope Video - How to backup and restore the DHCP database video - Create predefined options in DHCP Speed Learning Active Directory Administration Video - Create a user in Active Directory Video - Create an administrator user in Server 2016 Video - Create a distribution group in Active Directory Video - Create and use a security group Video - Create an Organizational Unit Video - Unlock a User Account Video - Move an object to a New Organizational Unit in Active Directory Video - Change the domain administrator password Video - Fix Access Denied when deleting Active Directory objects Speed Learning Group Policy Video - Prevent automatic logoff due to inactivity Video - Create and link a Group Policy Object to an OU Video - Edit group policy objects to affect a user Video - Edit a group policy object to affect a computer Video - Backup and restore Group Policy objects Video - Force Screensaver and Timeouts Using Group Policy Video - Change Users Desktop Background Using Group Policy Speed Learning Server 2016 Administration Video - Overview of The New Start Menu for Server 2016 Video - Working with Task View in Server 2016 Video - Enable Remote Desktop Using PowerShell 623 Video - Rearm The 180-Day Evaluation Period for Wndows Server Video - Rearm The 30-Day Evaluation Period for Windows 10 Video - Create a Heads-up Display Using BgInfo Video - Change the date, time and numbers format in Server 2016. Video - Rename Windows Server 2016 Using PowerShell Manage Files and Shares Video and Lab - Setup Work Folders in a Windows Domain Video and Lab - Configure a Distributed File System Using Windows Server Video - Create a Shared Folder on a Windows Server Video - Create a Shared Folder Using Server Manager Speed Learning Managing Printers Video - Add a network printer in Windows server 2016 Video - Install and use the Print Management Role in Windows Server 2016 Video - Deploy printers using Group Policy in Windows Server 2016 Speed Learning Server 2016 Firewall Video - Turn the Firewall on or off in Windows 2016 Server Video - Allow an inbound port through a Windows Firewall Video - Enable PING for Server 2016 and Windows 10 Video - Using Netsh to Manage the Windows Firewall Video - Using Powershell to Gather Firewall Information Disk Management Video and Lab - Adding Additional Hard Disks Using VirtualBox Video - Shrink or Extend a Volume in Windows Server Video - Format a Volume With Refs in Windows Server Video - Format a volume with FAT32 in Windows Server Troubleshooting Video - NSLookup Video and Lab - Troubleshooting Internet Connectivity Overview of Windows Sysinternal Tools Video - Overview of Sysinternal's Process Explorer Order Your Certificate Now Order Your Certificate Now Feedback Feedback Certificate of Achievement Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35. FAQs Is CPD a recognised qualification in the UK? CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD-certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Are QLS courses recognised? Although QLS courses are not subject to Ofqual regulation, they must adhere to an extremely high level that is set and regulated independently across the globe. A course that has been approved by the Quality Licence Scheme simply indicates that it has been examined and evaluated in terms of quality and fulfils the predetermined quality standards. When will I receive my certificate? For CPD accredited PDF certificate it will take 24 hours, however for the hardcopy CPD certificate takes 5-7 business days and for the Quality License Scheme certificate it will take 7-9 business days. Can I pay by invoice? Yes, you can pay via Invoice or Purchase Order, please contact us at info@lead-academy.org for invoice payment. Can I pay via instalment? Yes, you can pay via instalments at checkout. How to take online classes from home? Our platform provides easy and comfortable access for all learners; all you need is a stable internet connection and a device such as a laptop, desktop PC, tablet, or mobile phone. The learning site is accessible 24/7, allowing you to take the course at your own pace while relaxing in the privacy of your home or workplace. Does age matter in online learning? No, there is no age limit for online learning. Online learning is accessible to people of all ages and requires no age-specific criteria to pursue a course of interest. As opposed to degrees pursued at university, online courses are designed to break the barriers of age limitation that aim to limit the learner's ability to learn new things, diversify their skills, and expand their horizons. When I will get the login details for my course? After successfully purchasing the course, you will receive an email within 24 hours with the login details of your course. Kindly check your inbox, junk or spam folder, or you can contact our client success team via info@lead-academy.org

Let your AI journey transcend new heights with our Deep Learning & Neural Networks Python - Keras course, your best path to mastering deep learning.

In this course, you will learn everything you need to know to become a professional React JS developer. As we lay the foundation for HTML5 and CSS, we will also work on some practice projects. Furthermore, we will explore JavaScript and ReactJS by studying their fundamentals and practicing.

Learn Vue.js through a practical, project-based approach, along with understanding how to use the Vue CLI and Firebase storage

Master Go programming with an in-depth course covering advanced topics such as authentication, authorization, JWT tokens, and refresh tokens. Learn how to write reliable code with effective unit testing techniques, while exploring concepts such as logging, error handling, and modularization. Build secure and scalable web applications with Go to take your coding expertise to the next level.

If you are working on data science projects and want to create powerful visualization and insights as an outcome of your projects or are working on machine learning projects and want to find patterns and insights from your data on your way to building models, then this course is for you. This course exclusively focuses on explaining how to build fantastic visualizations using Python. It covers more than 20 types of visualizations using the most popular Python visualization libraries, such as Matplotlib, Seaborn, and Bokeh along with data analytics that leads to building these visualizations so that the learners understand the flow of analysis to insights.

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