Overview This comprehensive course on R Programming for Data Science will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This R Programming for Data Science comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this R Programming for Data Science. It is available to all students, of all academic backgrounds. Requirements Our R Programming for Data Science is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 23 sections • 129 lectures • 06:25:00 total length •Introduction to Data Science: 00:01:00 •Data Science: Career of the Future: 00:04:00 •What is Data Science?: 00:02:00 •Data Science as a Process: 00:02:00 •Data Science Toolbox: 00:03:00 •Data Science Process Explained: 00:05:00 •What's Next?: 00:01:00 •Engine and coding environment: 00:03:00 •Installing R and RStudio: 00:04:00 •RStudio: A quick tour: 00:04:00 •Arithmetic with R: 00:03:00 •Variable assignment: 00:04:00 •Basic data types in R: 00:03:00 •Creating a vector: 00:05:00 •Naming a vector: 00:04:00 •Vector selection: 00:06:00 •Selection by comparison: 00:04:00 •What's a Matrix?: 00:02:00 •Analyzing Matrices: 00:03:00 •Naming a Matrix: 00:05:00 •Adding columns and rows to a matrix: 00:06:00 •Selection of matrix elements: 00:03:00 •Arithmetic with matrices: 00:07:00 •Additional Materials: 00:00:00 •What's a Factor?: 00:02:00 •Categorical Variables and Factor Levels: 00:04:00 •Summarizing a Factor: 00:01:00 •Ordered Factors: 00:05:00 •What's a Data Frame?: 00:03:00 •Creating Data Frames: 00:20:00 •Selection of Data Frame elements: 00:03:00 •Conditional selection: 00:03:00 •Sorting a Data Frame: 00:03:00 •Additional Materials: 00:00:00 •Why would you need lists?: 00:01:00 •Creating a List: 00:06:00 •Selecting elements from a list: 00:03:00 •Adding more data to the list: 00:02:00 •Additional Materials: 00:00:00 •Equality: 00:03:00 •Greater and Less Than: 00:03:00 •Compare Vectors: 00:03:00 •Compare Matrices: 00:02:00 •Additional Materials: 00:00:00 •AND, OR, NOT Operators: 00:04:00 •Logical operators with vectors and matrices: 00:04:00 •Reverse the result: (!): 00:01:00 •Relational and Logical Operators together: 00:06:00 •Additional Materials: 00:00:00 •The IF statement: 00:04:00 •IFELSE: 00:03:00 •The ELSEIF statement: 00:05:00 •Full Exercise: 00:03:00 •Additional Materials: 00:00:00 •Write a While loop: 00:04:00 •Looping with more conditions: 00:04:00 •Break: stop the While Loop: 00:04:00 •What's a For loop?: 00:02:00 •Loop over a vector: 00:02:00 •Loop over a list: 00:03:00 •Loop over a matrix: 00:04:00 •For loop with conditionals: 00:01:00 •Using Next and Break with For loop: 00:03:00 •Additional Materials: 00:00:00 •What is a Function?: 00:02:00 •Arguments matching: 00:03:00 •Required and Optional Arguments: 00:03:00 •Nested functions: 00:02:00 •Writing own functions: 00:03:00 •Functions with no arguments: 00:02:00 •Defining default arguments in functions: 00:04:00 •Function scoping: 00:02:00 •Control flow in functions: 00:03:00 •Additional Materials: 00:00:00 •Installing R Packages: 00:01:00 •Loading R Packages: 00:04:00 •Different ways to load a package: 00:02:00 •Additional Materials: 00:00:00 •What is lapply and when is used?: 00:04:00 •Use lapply with user-defined functions: 00:03:00 •lapply and anonymous functions: 00:01:00 •Use lapply with additional arguments: 00:04:00 •Additional Materials: 00:00:00 •What is sapply?: 00:02:00 •How to use sapply: 00:02:00 •sapply with your own function: 00:02:00 •sapply with a function returning a vector: 00:02:00 •When can't sapply simplify?: 00:02:00 •What is vapply and why is it used?: 00:04:00 •Additional Materials: 00:00:00 •Mathematical functions: 00:05:00 •Data Utilities: 00:08:00 •Additional Materials: 00:00:00 •grepl & grep: 00:04:00 •Metacharacters: 00:05:00 •sub & gsub: 00:02:00 •More metacharacters: 00:04:00 •Additional Materials: 00:00:00 •Today and Now: 00:02:00 •Create and format dates: 00:06:00 •Create and format times: 00:03:00 •Calculations with Dates: 00:03:00 •Calculations with Times: 00:07:00 •Additional Materials: 00:00:00 •Get and set current directory: 00:04:00 •Get data from the web: 00:04:00 •Loading flat files: 00:03:00 •Loading Excel files: 00:05:00 •Additional Materials: 00:00:00 •Base plotting system: 00:03:00 •Base plots: Histograms: 00:03:00 •Base plots: Scatterplots: 00:05:00 •Base plots: Regression Line: 00:03:00 •Base plots: Boxplot: 00:03:00 •Introduction to dplyr package: 00:04:00 •Using the pipe operator (%>%): 00:02:00 •Columns component: select(): 00:05:00 •Columns component: rename() and rename_with(): 00:02:00 •Columns component: mutate(): 00:02:00 •Columns component: relocate(): 00:02:00 •Rows component: filter(): 00:01:00 •Rows component: slice(): 00:04:00 •Rows component: arrange(): 00:01:00 •Rows component: rowwise(): 00:02:00 •Grouping of rows: summarise(): 00:03:00 •Grouping of rows: across(): 00:02:00 •COVID-19 Analysis Task: 00:08:00 •Additional Materials: 00:00:00 •Assignment - R Programming for Data Science: 00:00:00
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Course Curriculum Teaching Assistant Module 01: Teaching Assistant Overview 00:23:00 Module 02: Professional Developments for a TA 00:29:00 Module 03: Working with the School and Its Policies 00:26:00 Module 04: Discussion on Curriculum, Assessment and Monitoring 00:25:00 Module 05: Providing the Best Learning Environment 00:20:00 Module 06: Learn to Implement ICT, Literacy and Numeracy Development Processes as a TA 00:16:00 Module 07: Child Development and the SEN Support 00:18:00 Module 08: Understanding Behaviour & Relationships as a TA 00:21:00 Module 09: Experienced TAs Maintain Strong Communications with the Students 00:16:00 Module 10: Career Prospects for TAs in the UK 00:25:00 SEN Teaching Module 01: Special Education Needs (SEN) An Overview 00:08:00 Module 02: SEN Support 00:12:00 Module 03: High Quality Teaching for Pupils with SEN 00:09:00 Module 04: SEN Teaching Methodologies 00:20:00 Module 05: Communication and Interaction 00:16:00 Module 06: Cognition and Learning 00:20:00 Module 07: Social, Emotional and Mental Health Difficulties 00:11:00 Module 08: Sensory or Physical Needs 00:15:00 Module 09: Working in Partnership 00:09:00 Autism Awareness Module 01: Autism Spectrum Disorder (ASD) 00:25:00 Module 02: Learning Difficulties Related to Autism 00:23:00 Module 03: Autism Diagnosis 00:16:00 Module 04: Cognitive Approaches in Autism 00:17:00 Module 05: Dealing with Autistic Individuals 00:22:00 Module 06: Other Considerations for Dealing with Autistic Individuals 00:19:00 Module 07: Engagement in Autism Awareness 00:13:00 ADHD Awareness Module 01: Introduction to ADHD 00:13:00 Module 02: ADHD in Young and Adults 00:19:00 Module 03: ADHD in Family Settings 00:12:00 Module 04: ADHD in Educational Settings and Parent Training 00:19:00 Module 05: ADHD and Attention Difficulties 00:15:00 Module 06: Cognitive Approaches in ADHD 00:16:00 Module 07: The Organisation of Care for ADHD 00:21:00 Dyslexia Module 01: Introduction to Dyslexia 00:18:00 Module 02: Dyslexia and Learning Difficulties 00:18:00 Module 03: Dyslexia in the School 00:23:00 Module 04: Cognitive Approaches in Dyslexia 00:16:00 Module 05: Law for Dyslexia 00:14:00 Assignment Assignment - Teaching Assistant Complete Course 00:00:00
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Description Register on the Learn AutoCAD Programming using VB.NET - Hands On! today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a certificate as proof of your course completion. The Learn AutoCAD Programming using VB.NET - Hands On! course is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablets, and smartphones. 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For passing the assessment, you need to score at least 60%. After submitting your assessment, you will get feedback from our experts immediately. Who Is This Course For The course is ideal for those who already work in this sector or are aspiring professionals. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Course Content Unit 01: Introduction Module 01: Course Outline 00:05:00 Module 02: Introduction 00:01:00 Module 03: Who is this Course for? 00:01:00 Module 04: What will I learn from this Course? 00:01:00 Module 05: What is VB.NET? 00:01:00 Module 06: What is AutoCAD .NET API? 00:01:00 Module 07: What are the advantages of programming in AutoCAD .NET API? 00:01:00 Module 08: Hands-on Projects overview 00:06:00 Unit 02: Exploring AutoCAD .NET API Components Module 01: AutoCAD .NET API Components Overview 00:01:00 Module 02: AutoCAD .NET API Assemblies 00:02:00 Module 03: Understanding AutoCAD Object Hierarchy 00:03:00 Module 04: AutoCAD .NET API Application Object 00:02:00 Module 05: AutoCAD .NET API Document Object 00:02:00 Module 06: AutoCAD .NET API Database Object 00:04:00 Unit 03: Hello AutoCAD from VB.NET Module 01: Section Overview 00:01:00 Module 02: Installing Visual Studio 2019 00:05:00 Module 03: Setting up Visual Studio 2019 Integrated Development Environment (IDE) 00:04:00 Module 04: Creating First VB.NET Plugin (Hello AutoCAD) 00:12:00 Module 05: Different ways to communicate with the User 00:04:00 Module 06: Configuring VS2019 Target Processor 00:10:00 Unit 04: Creating AutoCAD Objects using VB.NET Module 01: Creating AutoCAD Object using VB.NET Overview 00:01:00 Module 02: Creating DrawObjects Project 00:04:00 Module 03: Creating a Line Object using VB.NET 00:15:00 Module 04: Creating a MText Object using VB.NET 00:12:00 Module 05: Creating a Circle Object using VB.NET 00:09:00 Module 06: Creating an Arc Object using VB.NET 00:07:00 Module 07: Creating a Polyline Object using VB.NET 00:08:00 Module 08: Creating Multiple Circles Vertically 00:09:00 Module 09: Creating Multiple Circles Horizontally 00:05:00 Unit 05: Manipulating AutoCAD Objects using VB.NET Module 01: Manipulating AutoCAD Objects Overview 00:01:00 Module 02: Creating the Project ManipulateObjects 00:04:00 Module 03: Creating the SingleCopy Method 00:13:00 Module 04: Creating the MultipleCopy Method 00:11:00 Module 05: Creating the EraseObject Method 00:12:00 Module 06: Creating the MoveObject method 00:07:00 Module 07: Creating the MirrorObject method 00:10:00 Module 08: Creating the RotateObject method 00:07:00 Module 09: Creating the ScaleObject method 00:05:00 Module 10: Creating the OffsetObject method 00:05:00 Unit 06: Exploring AutoCAD Dictionaries using VB.NET Module 01: Exploring AutoCAD Dictionaries - Overview 00:02:00 Module 02: Creating LayersLineTypesAndStyles Project 00:06:00 Module 03: Creating the ListLayers Method 00:11:00 Module 04: Creating the CreateLayer Method 00:10:00 Module 05: Creating the UpdateLayer Method 00:12:00 Module 06: Creating the SetLayerOnOff Method 00:08:00 Module 07: Creating the SetLayerFrozenOrThaw Method 00:04:00 Module 08: Creating the DeleteLayer Method 00:05:00 Module 09: Creating the LockUnlockLayer Method 00:04:00 Module 10: Creating the SetLayerToObject Method 00:08:00 Module 11: Creating the ListLineTypes Method 00:09:00 Module 12: Creating the LoadLineType Method 00:07:00 Module 13: Creating the SetCurrentLineType Method 00:05:00 Module 14: Creating the DeleteLineType Method 00:09:00 Module 15: Creating the SetLineTypeToObject Method 00:05:00 Protected: Module 16: Exploring TextStyles - Overview 00:01:00 Module 17: Creating the ListStyles Method 00:08:00 Module 18: Creating the UpdateCurrentTextStyleFont Method 00:12:00 Module 19: Creating the SetCurrentTextStyle Method 00:08:00 Module 20: Creating the SetTextStyleToObject Method 00:08:00 Unit 07: User Interactions in VB.NET Module 01: User Input Functions - Overview 00:02:00 Module 02: Creating the UserInteractions Project 00:03:00 Module 03: Creating the GetName Method 00:11:00 Module 04: Creating the SetLayer Method using the GetString function 00:12:00 Module 05: Creating the CreateLineUsingGetpoint Method 00:11:00 Module 06: Creating the CalculateDefinedArea Method 00:17:00 Module 07: Creating the DrawObjectsUsingGetKeywords Method 00:14:00 Module 08: Creating the GetDistanceBetweenTwoPoints Method 00:05:00 Module 09: Creating the CountObjects Method 00:15:00 Unit 08: Selection Sets and Filters Module 01: Selection Sets and Filters - Overview 00:13:00 Module 02: Creating the SelectionSets Project 00:05:00 Module 03: Creating the SelectAllAndChangeLayer Method 00:12:00 Module 04: Creating the SelectObjectOnScreen Method 00:08:00 Module 05: Creating the SelectWindowAndChangeColor Method 00:06:00 Module 06: Creating the SelectCrossingAndDelete Method 00:05:00 Module 07: Creating the SelectFenceAndChangeLayer Method 00:06:00 Module 08: Creating the CountPickFirstSelection Method 00:07:00 Module 09: Creating the SelectLines Method 00:13:00 Module 10: Creating the SelectMTexts Method 00:05:00 Module 11: Creating the SelectPlines Method 00:04:00 Module 12: Creating the SelectWalls Method 00:07:00 Module 13: Creating the SelectStairs Method 00:03:00 Module 14: Creating the SelectFrenchDoors Method 00:04:00 Module 15: Creating the SelectBifoldDoors Method 00:03:00 Module 16: Creating CountReceptacles Method 00:04:00 Module 17: Creating the CountLightingFixtures Method 00:10:00 Unit 09: Developing Projects - Hands On Module 01: Developing Projects - Hands on Overview 00:02:00 Module 02: BlocksCounter Plugin Demo 00:03:00 Module 03: Creating the BlocksCounter Project 00:04:00 Module 04: Creating the CountBlocksToTable Method 00:08:00 Module 05: Creating the PromptUser Function 00:08:00 Module 06: Creating the GatherBlocksAndDrawTable Method 00:12:00 Module 07: Continuation of GatherBlocksAndDrawTable Method 00:17:00 Module 08: Running and Debugging the BlocksCounter Project - Part 1 00:15:00 Module 09: Running and Debugging the BlocksCounter Project - Part 2 00:11:00 Module 10: Running and Debugging the BlocksCounter Project - Part 3 00:01:00 Module 11: Creating the ObjectExtractor Plugin Project 00:04:00 Module 12: Creating the ExtractObjects Method 00:07:00 Module 13: Creating the ExtractLine Method 00:16:00 Module 14: Running and Debugging the ExtractLine Method 00:05:00 Module 15: Creating the ExtractCircle Method 00:11:00 Module 16: Creating the ExtractMText Method 00:13:00 Module 17: Creating the ExtractPolyline Method 00:19:00 Module 18: Creating the ExtractBlock Method 00:10:00 Unit 10: Conclusion Module 01: Congratulations and Thank you very much! 00:01:00 Assignment Assignment - Learn AutoCAD Programming using VB.NET - Hands On! 00:00:00
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Duration 3 Days 18 CPD hours This course is intended for The primary audience for this course is as follows: IT Staff and Managers Network and systems personnel and engineers Small to mid-sized organizations that require fundamental knowledge on networking terms/concepts and configuration guidance for Meraki equipment. This also includes organizations looking to implement remote sites, provide a guest wireless solution, and collect user analytics. Overview Following completion of this course, students will understand, Install, Configure, Monitor, and Troubleshoot the following: Navigate and Configure the dashboard Add MX/MS devices to the Dashboard Understand and Configure Configuration Templates Understand and Configure Group Policies Manage/Configure/Integrate Users and Radius Policies Configure, Monitor, and Troubleshoot MS Switches Troubleshoot devices and Connectivity This 3-day Cisco course provide students with the skills to configure, optimize, and troubleshoot a Cisco Meraki solution. Students will learn how to install and optimize Meraki MS Switches. Students will also learn how to configure the Meraki Dashboard. Student will troubleshoot and configure the Meraki environment and learn how to diagnose and resolve user and Network issues that may arise. Introduction to Meraki The Meraki Mission Cisco Meraki: Bringing the Cloud to Enterprise Networks Cloud-Managed Networking Architecture Benefits of a Cloud-Based Solution The Meraki Full Stack: New and Unique Value Proposition Meraki Deployment ? How it works Why Customers Choose Meraki Meraki MS Switches Overview Meraki API Overview Meraki Licensing Enterprise Support Cisco Meraki Documentation Cloud Management with the Meraki Dashboard The Meraki Dashboard Dashboard: Organizational Structure Out-of-band Cloud Management Loss of Connectivity to the Cisco Meraki Cloud Meraki Dashboard Logins Create Dashboard Accounts and Organization MSP Logins - Manage Multiple Organizations Modify an Organization View Organizations Health Meraki Dashboard Best Practices Dashboard Search Meraki Help Organizational Wide Settings Configure Monitor Create and Manage Configuration Templates Network-Wide Settings Configure Meraki Switching MS Switch Platforms and Features MS Feature: Multi-gigabit Ethernet Cisco Meraki MS Access Switches Cisco Meraki MS Aggregation Switches Using Tags to search, monitor and configure Meraki Switches Meraki Switch Configuration Port Configuration Meraki Switch Monitoring Troubleshooting Tools Managing Firmware Upgrades