Course overview Learn the skills you need to establish a career as an HVAC technician from the online Online Heating, Ventilation & Air Conditioning (HVAC) Technician course. This course will teach you all the basic techniques of installation and maintenance of HVAC equipment and get you ready to take your first step to be an HVAC technician. The small and understandable lessons of the Online Heating, Ventilation & Air Conditioning (HVAC) Technician course will help you to grasp any difficult procedure easily. You will learn how to install HVAC equipment from the course. This Online Heating, Ventilation & Air Conditioning (HVAC) Technician course will also teach you how you can maintain your equipment and machines and make your life smoother. You will get the theoretical knowledge to fix your ventilation and air conditioning devices, understand their functions and repair them. Course Preview Learning outcomes Learn about the steps of HVAC installation Understand the fundamentals of heating and ventilation system Be able to perform the basic maintenance of the HVAC system Learn about the air conditioning system and its functions Be able to fix the problems in piping, duct and compressors Familiarize with safety procedures of HVAC system Understand the legal obligations and regulations for maintenance of HVAC system Who Is This Course For? Anyone interested in learning HVAC techniques most efficiently can take this Online Heating, Ventilation & Air Conditioning (HVAC) Technician course. The skills gained from this training will provide excellent opportunities for career advancement. Entry Requirement This course is available to all learners of all academic backgrounds. Learners should be aged 16 or over. Good understanding of English language, numeracy and ICT skills are required to take this course. Why Choose Us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos and materials from the industry-leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; United Kingdom & internationally recognized accredited qualification; Access to course content on mobile, tablet and desktop from anywhere, anytime; Substantial career advancement opportunities; 24/7 student support via email. Certificate of Achievement After completing this course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates & Transcripts can be obtained either in Hardcopy at £14.99 or in PDF format at £11.99. Career Path The Online Heating, Ventilation & Air Conditioning (HVAC) Technician course provides essential skills that will make you more effective in your role. It would be beneficial for any related profession in the industry, such as: Electricians Engineers Fabricators HVAC Technicians HVAC Installers HVAC Mechanics HVAC Installation Helpers Maintenance Technicians Residential Managers Online Heating, Ventilation & Air Conditioning (HVAC) Technician Module 01: Introduction to Heating, Ventilation & Air Conditioning (HVAC) 00:15:00 Module 02: Heating Fundamentals and Psychrometrics 00:35:00 Module 03: HVAC Systems 00:17:00 Module 04: Heating and Ventilation 00:24:00 Module 05: Air Conditioning Systems for HVAC Technicians 00:24:00 Module 06: Compressors, Water Chillers, and Fans 00:27:00 Module 07: Piping for HVAC Technician 00:22:00 Module 08: Duct System in HVAC 00:30:00 Module 09: Refrigeration and Refrigerants 00:22:00 Module 10: Special Applications 00:26:00 Module 11: HVAC System Selection 00:20:00 Module 12: Safety in the HVAC Industry 00:29:00 Order Your Certificates and Transcripts Order Your Certificates and Transcripts 00:00:00
Course Overview Homeschooling is perhaps the best way to ensure quality education for children. However, you must have a great deal of knowledge and skills to provide proper home education. The Homeschooling Diploma course is here to help you out. It is designed to provide you with adequate expertise for homeschooling. From the Homeschooling Diploma course, you will grasp the core principles of homeschooling. The course will show you the advantages of home education. You will learn about a wide range of methods used in this learning process. The course will help you prepare yourself for homeschooling assessment. You will be able to develop the skills and abilities to overcome the challenges faced in home education. The Homeschooling Diploma course will introduce you to the ins and outs of homeschooling. Enroll in the course and become an excellent home educator. Learning Outcomes Learn the basic concept of homeschooling or home education Know about the formal requirements for homeschooling Explore different methods and techniques of homeschooling Equip yourself with the essential skills for conducting homeschooling assessments Prepare to overcome the barriers of homeschooling Who is this course for? The Homeschooling Diploma course is suitable for anyone interested in building the essential skills for homeschooling. Entry Requirement This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Certification After you have successfully completed the course, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry-leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path The Homeschooling Diploma course is a useful qualification to possess and would be beneficial for any related profession or industry such as: Home Tutor Online Tutor Educational Consultant Module 01: Introduction to Home Education Introduction to Home Education 00:20:00 Module 02: Formal Requirements for Home-Schooling Formal Requirements for Home-Schooling 00:31:00 Module 03: Advantages and Disadvantages of Home Education Advantages and Disadvantages of Home Education 00:25:00 Module 04: Methods of Homeschooling (Part -A) Methods of Homeschooling (Part -A) 00:35:00 Module 05: Methods of Homeschooling (Part - B) Methods of Homeschooling (Part - B) 00:30:00 Module 06: Methods of Homeschooling (Part - C) Methods of Homeschooling (Part - C) 00:19:00 Module 07: Assessment of Home Education Assessment of Home Education 00:27:00 Module 08: Challenges of Home Education Challenges of Home Education 00:16:00 Module 09: Advices for Prospective Homeschooler's Parents Advices for Prospective Homeschooler's Parents 00:28:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
Embark on a creative journey with our Nail Technician course! Learn everything from nail fundamentals to advanced techniques, health and safety, business skills, and future trends in nail art. Transform your passion into a professional career.
Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special IT Support Technician Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces. The IT Support Technician Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This IT Support Technician Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This IT Support Technician Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this IT Support Technician? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the IT Support Technician there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This IT Support Technician course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This IT Support Technician does not require you to have any prior qualifications or experience. You can just enrol and start learning.This IT Support Technician was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This IT Support Technician is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Software: What is an Operating System 00:48:00 Configuring the Operating System 00:06:00 What is an Application 00:10:00 Using Control Panel 00:18:00 Software and Concepts 00:11:00 Licensing 00:06:00 Using Software 00:07:00 Software Tools 00:10:00 Software 00:14:00 Hardware, Devices, and Peripherals 00:06:00 Hardware: Hardware and Peripherals 00:07:00 Storage 00:12:00 Connectivity Devices 00:05:00 Network Components 00:09:00 Identify the Importance of Risk Management 00:11:00 Assess Risk 00:13:00 Mitigate Risk 00:24:00 Integrate Documentation into Risk Management 00:15:00 Classify Threats and Threat Profiles 00:08:00 Perform Ongoing Threat Research 00:13:00 Resources that Aid in Research of Threats 00:03:00 Implement Threat Modeling 00:10:00 Assess the Impact of Reconnaissance Incidents 00:11:00 Performing Reconnaissance on a Network 00:07:00 Examining Reconnaissance Incidents 00:08:00 Assess the Impact of Social Engineering 00:11:00 Assessing the impact of Social Engineering 00:07:00 Assessing the Impact of Phishing 00:03:00 Types of Wireless Attacks 00:30:00 Intrusion Monitoring 00:08:00 Wireless Security Risks 00:22:00 Authentication Attacks 00:21:00 Rogue Devices 00:04:00 Public Hotspots 00:07:00 Wireless Security Monitoring 00:21:00 Device Tracking 00:18:00 WLAN Security Infrastructure 00:38:00 Management Protocols 00:23:00 Other RADIUS Solutions 00:16:00 Security: Introduction 00:30:00 Child Safety Online 01:00:00 Secure Payment Sites 01:00:00 Online Banking 00:30:00 How To Keep Your Password Safe 00:30:00 Common Scams 01:00:00 How I Got Pharmed 01:00:00 Virus Protection 01:00:00 Self Maintenance 00:30:00 Personal Information Online 01:00:00 Is The Internet Safe? 00:30:00 Importance of Cyber Security 00:30:00 Spyware Can Destroy 00:30:00 How Does Spyware Spread? 01:00:00 How To Remove Spyware 01:00:00 Anti Spyware Program 01:00:00 The Anti Anti-Spyware Programs 00:30:00 Research And Learn More 00:30:00 Choosing The Best Anti Spyware Tool 00:30:00 Computer Security And Spyware 01:00:00 The Programs To Avoid 00:15:00 Is It Legal? 00:30:00 Checklist Of Protection 00:15:00 The Information Security Cycle 00:37:00 Information Security Controls 00:36:00 Authentication Methods 00:09:00 Cryptography Fundamentals 00:56:00 Security Policy Fundamentals 00:11:00 Social Engineering 00:32:00 Malware 00:25:00 Software-Based Threats 00:22:00 Based Threats 00:39:00 Wireless Threats and Vulnerabilities 00:43:00 Physical Threats and Vulnerabilities 00:09:00 Manage Data Security 00:47:00 Manage Application Security 00:55:00 Manage Device and Host Security 01:08:00 Manage Mobile Security 00:10:00 A Risk Analysis 00:17:00 Implement Vulnerability Assessment Tools and Techniques 00:05:00 Scan for Vulnerabilities 00:27:00 Mitigation and Deterrent Techniques 00:19:00 Respond to Security Incidents 00:23:00 Recover from a Security Incident 00:10:00 Networking: OSI Layers 00:44:00 LANs and WANs 00:14:00 Network Types 00:07:00 Transmissions 00:36:00 Cables 00:41:00 Fiber Optics 00:17:00 Converters and Connectors 00:27:00 Wireless Security 00:15:00 Authentication.prproj 00:21:00 Wireless Security Threats 00:30:00 TACACS 00:10:00 Keys 00:26:00 RADIUS 00:07:00 VPN Technologies 00:16:00 Tunneling Protocols.prproj 00:05:00 Acceptable Use 01:00:00 Common Problems 00:32:00 Troubleshooting 00:28:00 Network Technician Tools 00:46:00 Physical and Logical Issues 00:19:00 Open or Closed Ports 00:09:00 ARP Issues 00:13:00 Basic IT Literacy: Core Concepts in Healthcare IT 00:06:00 EMR EHR Issues 00:05:00 Regulations, Standards, and Stakeholders 00:14:00 HIPAA Controls and Compliance 00:08:00 Roles and Responsibilities 00:10:00 Manage Communication and Ethics Issues 00:15:00 Legal Best Practices, Requirements, and Documentation 00:09:00 Medical Document Imaging 00:04:00 Sanitation Management 00:03:00 Computing Essentials 00:05:00 Networking 00:33:00 Manage Servers and Software 00:27:00 Hardware Support 00:14:00 Set Up a Workstation 00:08:00 Troubleshoot Basic IT Issues 00:15:00 Troubleshoot Medical IT Issues 00:20:00 Implementation of an EMR EHR System 00:34:00 Change Control 00:08:00 Manage Physical and Logical Security 00:36:00 Implement Security Best Practices and Threat Mitigation Techniques 00:13:00 Manage Remote Access 00:06:00 Manage Wireless Security 00:15:00 Perform Backups and Disaster Recovery 00:16:00 Assignment Assignment - IT Support Technician 00:00:00
Embark on a transformative journey into the digital realm with 'IT Administration and Networking', a meticulously structured course designed to elevate your digital competencies. This educational adventure commences with an exploration of fundamental IT literacy, establishing a solid foundation for the inquisitive mind. The curriculum advances, navigating through the complexities of software management and hardware understanding. As you traverse the terrain of cybersecurity, you'll become adept at safeguarding digital ecosystems against burgeoning threats. Concluding with a foray into the interconnected world of networking, the programme synthesises each element into a cohesive skill set that is indispensable in today's technologically driven landscape. Learning Outcomes Acquire foundational knowledge in IT concepts and operations. Gain insights into software configuration and troubleshooting. Understand hardware components and their interplay in computing systems. Master the principles of digital security and data protection. Grasp the essentials of constructing and managing network infrastructures. Why choose this IT Administration and Networking course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the IT Administration and Networking Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Who is this IT Administration and Networking course for? Aspiring IT technicians poised to commence their vocational journey. Office administrators aiming to incorporate IT proficiency into their skillset. Entrepreneurs seeking to manage their business technology needs effectively. Students considering a career in information technology or related fields. Hobbyists interested in the technical aspects of computer systems. Career path IT Support Technician - £18,000 - £30,000 Network Administrator - £22,000 - £40,000 System Administrator - £25,000 - £50,000 Cybersecurity Analyst - £30,000 - £65,000 Network Engineer - £28,000 - £53,000 IT Manager - £30,000 - £70,000 Prerequisites This IT Administration and Networking does not require you to have any prior qualifications or experience. You can just enrol and start learning.This IT Administration and Networking was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Software: What is an Operating System 00:48:00 Configuring the Operating System 00:06:00 What is an Application 00:10:00 Using Control Panel 00:18:00 Software and Concepts 00:11:00 Licensing 00:06:00 Using Software 00:07:00 Software Tools 00:10:00 Software 00:14:00 Hardware, Devices, and Peripherals 00:05:00 Hardware: Hardware and Peripherals 00:07:00 Storage 00:12:00 Connectivity Devices 00:05:00 Network Components 00:09:00 Identify the Importance of Risk Management 00:11:00 Assess Risk 00:13:00 Mitigate Risk 00:24:00 Integrate Documentation into Risk Management 00:15:00 Classify Threats and Threat Profiles 00:08:00 Perform Ongoing Threat Research 00:13:00 Resources that Aid in Research of Threats 00:03:00 Implement Threat Modeling 00:10:00 Assess the Impact of Reconnaissance Incidents 00:11:00 Performing Reconnaissance on a Network 00:07:00 Examining Reconnaissance Incidents 00:08:00 Assess the Impact of Social Engineering 00:11:00 Assessing the impact of Social Engineering 00:08:00 Assessing the Impact of Phishing 00:03:00 Types of Wireless Attacks 00:30:00 Intrusion Monitoring 00:08:00 Wireless Security Risks 00:22:00 Authentication Attacks 00:21:00 Rogue Devices 00:04:00 Public Hotspots 00:07:00 Wireless Security Monitoring 00:21:00 Device Tracking 00:18:00 WLAN Security Infrastructure 00:38:00 Management Protocols 00:23:00 Other RADIUS Solutions 00:16:00 Security: Introduction 00:30:00 Child Safety Online 01:00:00 Secure Payment Sites 01:00:00 Online Banking 00:30:00 How To Keep Your Password Safe 00:30:00 Common Scams 01:00:00 How I Got Pharmed 01:00:00 Virus Protection 01:00:00 Self Maintenance 00:30:00 Personal Information Online 01:00:00 Is The Internet Safe? 00:30:00 Importance of Cyber Security 00:30:00 Spyware Can Destroy 00:30:00 How Does Spyware Spread? 01:00:00 How To Remove Spyware 01:00:00 Anti Spyware Program 01:00:00 The Anti Anti-Spyware Programs 00:30:00 Research And Learn More 00:30:00 Choosing The Best Anti Spyware Tool 01:00:00 Computer Security And Spyware 01:00:00 The Programs To Avoid 00:15:00 Is It Legal? 00:30:00 Checklist Of Protection 00:15:00 The Information Security Cycle 00:37:00 Information Security Controls 00:36:00 Authentication Methods 00:09:00 Cryptography Fundamentals 00:56:00 Security Policy Fundamentals 00:11:00 Social Engineering 00:32:00 Malware 00:25:00 Software-Based Threats 00:22:00 Based Threats 00:39:00 Wireless Threats and Vulnerabilities 00:43:00 Physical Threats and Vulnerabilities 00:09:00 Manage Data Security 00:47:00 Manage Application Security 00:55:00 Manage Device and Host Security 01:08:00 Manage Mobile Security 00:10:00 A Risk Analysis 00:17:00 Implement Vulnerability Assessment Tools and Tchniques 00:05:00 Scan for Vulnerabilities 00:27:00 Mitigation and Deterrent Techniques 00:19:00 Respond to Security Incidents 00:23:00 Recover from a Security Incident 00:10:00 Networking: OSI Layers 00:44:00 LANs and WANs 00:14:00 Network Types 00:07:00 Transmissions 00:36:00 Cables 00:41:00 Fiber Optics 00:17:00 Converters and Connectors 00:27:00 Wireless Security 00:15:00 Authentication.prproj 00:21:00 Wireless Security Threats 00:30:00 TACACS 00:10:00 Keys 00:26:00 RADIUS 00:07:00 VPN Technologies 00:16:00 Tunneling Protocols.prproj 00:05:00 Acceptable Use 01:00:00 Common Problems 00:32:00 Troubleshooting 00:27:00 Network Technician Tools 00:46:00 Physical and Logical Issues 00:19:00 Open or Closed Ports 00:09:00 ARP Issues 00:13:00 Basic IT Literacy: Core Concepts in Healthcare IT 00:06:00 EMR EHR Issues 00:05:00 Regulations, Standards, and Stakeholders 00:14:00 HIPAA Controls and Compliance 00:08:00 Roles and Responsibilities 00:10:00 Manage Communication and Ethics Issues 00:15:00 Legal Best Practices, Requirements, and Documentation 00:09:00 Medical Document Imaging 00:04:00 Sanitation Management 00:03:00 Computing Essentials 00:05:00 Networking 00:33:00 Manage Servers and Software 00:27:00 Hardware Support 00:14:00 Set Up a Workstation 00:08:00 Troubleshoot Basic IT Issues 00:15:00 Troubleshoot Medical IT Issues 00:20:00 Implementation of an EMR EHR System 00:34:00 Change Control 00:08:00 Manage Physical and Logical Security 00:36:00 Implement Security Best Practices and Threat Mitigation Techniques 00:13:00 Manage Remote Access 00:06:00 Manage Wireless Security 00:15:00 Perform Backups and Disaster Recovery 00:16:00
Delve into the world of data analysis with 'R Programming for Data Science,' a course designed to guide learners through the intricacies of R, a premier programming language in the data science domain. The course opens with a broad perspective on data science, illuminating the pivotal role of R in this field. Learners are then introduced to R and RStudio, equipping them with the foundational tools and interfaces essential for R programming. The curriculum progresses with an introduction to the basics of R, ensuring learners grasp the core principles that underpin more complex operations. A highlight of this course is its in-depth exploration of R's versatile data structures, including vectors, matrices, factors, and data frames. Each unit is crafted to provide learners with a comprehensive understanding of these structures, pivotal for effective data handling and manipulation. The course also emphasizes the importance of relational and logical operators in R, key elements for executing data operations. As the course advances, learners will engage with the nuances of conditional statements and loops, essential for writing efficient and dynamic R scripts. Moving into more advanced territories, the course delves into the creation and usage of functions, an integral part of R programming, and the exploration of various R packages that extend the language's capabilities. Learners will also gain expertise in the 'apply' family of functions, crucial for streamlined data processing. Further units cover regular expressions and effective strategies for managing dates and times in data sets. The course concludes with practical applications in data acquisition, cleaning, visualization, and manipulation, ensuring learners are well-prepared to tackle real-world data science challenges using R. Learning Outcomes Develop a foundational understanding of R's role in data science and proficiency in RStudio. Gain fluency in R programming basics, enabling the handling of complex data tasks. Acquire skills in managing various R data structures for efficient data analysis. Master relational and logical operations for advanced data manipulation in R. Learn to create functions and utilize R packages for expanded analytical capabilities. Why choose this R Programming for Data Science course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this R Programming for Data Science course for? Beginners in data science eager to learn R programming. Data analysts and scientists looking to enhance their skills in R. Researchers in various fields requiring advanced data analysis tools. Statisticians seeking to adopt R for more sophisticated data manipulations. Professionals in finance, healthcare, and other sectors needing data-driven insights. Career path Data Scientist (R Expertise): £30,000 - £70,000 Data Analyst (R Programming Skills): £27,000 - £55,000 Bioinformatics Scientist (R Proficiency): £35,000 - £60,000 Quantitative Analyst (R Knowledge): £40,000 - £80,000 Research Analyst (R Usage): £25,000 - £50,000 Business Intelligence Developer (R Familiarity): £32,000 - £65,000 Prerequisites This R Programming for Data Science does not require you to have any prior qualifications or experience. You can just enrol and start learning.This R Programming for Data Science was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Unit 01: Data Science Overview 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? 00:02:00 Unit 02: R and RStudio Engine and coding environment 00:03:00 Installing R and RStudio 00:04:00 RStudio: A quick tour 00:04:00 Unit 03: Introduction to Basics Arithmetic with R 00:03:00 Variable assignment 00:04:00 Basic data types in R 00:03:00 Unit 04: Vectors Creating a vector 00:05:00 Naming a vector 00:04:00 Arithmetic calculations on vectors 00:07:00 Vector selection 00:06:00 Selection by comparison 00:04:00 Unit 05: Matrices 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 Unit 06: Factors 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 Unit 07: Data Frames 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 Unit 08: Lists 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 Unit 09: Relational Operators 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 Unit 10: Logical Operators 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 Unit 11: Conditional Statements 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 Unit 12: Loops 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 Unit 13: Functions 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 Unit 14: R Packages 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 Unit 15: The Apply Family - lapply 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 Unit 16: The apply Family - sapply & vapply 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 Unit 17: Useful Functions Mathematical functions 00:05:00 Data Utilities 00:08:00 Additional Materials 00:00:00 Unit 18: Regular Expressions grepl & grep 00:04:00 Metacharacters 00:05:00 sub & gsub 00:02:00 More metacharacters 00:04:00 Additional Materials 00:00:00 Unit 19: Dates and Times 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 Unit 20: Getting and Cleaning Data 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 Unit 21: Plotting Data in R 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 Unit 22: Data Manipulation with dplyr 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 Assignment - R Programming for Data Science 00:00:00
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