4287 Analyst courses delivered Online

Unlock the secrets of public health with our comprehensive "Principles of Epidemiology" course. Whether you're a healthcare professional, a public health enthusiast, or simply curious about the patterns of disease and health in populations, this course offers invaluable insights into the world of epidemiology. Key Features: CPD Certified Developed by Specialist Lifetime Access The "Principles of Epidemiology" course provides a comprehensive understanding of how diseases spread and affect populations. Learners will explore the basic concepts of epidemiology and its critical role in public health. They will learn how to analyze disease patterns by studying variations over time, place, and among different groups of people. The course covers methods to measure how often diseases occur and the risks associated with them. Students will also gain skills in designing studies to investigate health issues and learn to respond to epidemics and outbreaks. By the end of the course, learners will be able to apply epidemiological principles to prevent and control diseases, ultimately improving public health outcomes. Course Curriculum Module 01: Understanding Epidemiology Module 02: Principles of Epidemiology Module 03: Role of Epidemiology in Public Health Module 04: The Epidemiological Concept of Population Module 05: Variation in Disease by Time, Place, and Person Module 06: Disease Occurrence Module 07: Measures of Disease Frequency Module 08: Measures of Risk and Disease Prevention Module 09: Study Design Module 10: Epidemics and Outbreaks Learning Outcomes: Grasp fundamental concepts and principles of epidemiology. Understand epidemiology's pivotal role in public health. Analyse disease variations by time, place, and person. Measure disease frequency and risk accurately. Design effective epidemiological studies. Investigate and manage epidemics and outbreaks. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Public health enthusiasts seeking foundational knowledge. Healthcare professionals wanting to expand epidemiology understanding. Students pursuing a career in public health. Policy makers focusing on disease prevention. Researchers interested in population health dynamics. Career path Epidemiologist Public Health Analyst Disease Prevention Specialist Health Data Scientist Outbreak Investigator Public Health Consultant Certificates Digital certificate Digital certificate - Included Will be downloadable when all lectures have been completed.

Overview Our complete Dream Analysis and Interpretation course will help you unravel the mysteries of your mind and illuminate your waking life. Expert guidance will help you explore deeply into dream symbolism, common themes, and powerful interpretation techniques.Discover the science of dreaming, make connections with your waking life, and navigate the emotional terrain of your subconscious. Develop the ability to not only interpret your own dreams but also to relate to others on their personal journeys of self-discovery. Obtain a prestigious CPD certification, which will enhance your CV and professional standing.Enter the captivating world of Dream Analysis and Interpretation. Enrol today and begin a transformative journey of personal growth and well-being. How will I get my certificate? Upon successful completion of the Dream Analysis and Interpretation course, obtaining your certificate is a straightforward process. Here's how it works: Course Completion: Once you've successfully finished the course, you'll be eligible to receive your certificate. Order Your Certificate: You can conveniently order your certificate directly through our platform. Who is This course for? No prior knowledge? Don't worry! This Dream Analysis and Interpretation course is open to all, regardless of academic background. The only requirement is that you be curious. Explore the mysteries of your dreams together. Requirements Our Dream Analysis and Interpretation course is designed for maximum flexibility and accessibility: It is optimised for use on PCs, Macs, laptops, tablets, and smartphones. Study easily on your tablet or smartphone, accessible with any Wi-Fi connection. No time limit for completion; study at your own pace and on your own schedule. Basic English proficiency is required to ensure effective learning. Career Path Having these various qualifications will increase the value of your CV and open you up to multiple sectors, such as: Dream Analyst/Interpreter: Salary Range: £25,000 - £50,000 per year Clinical Psychologist (Dream Therapy): Salary Range: £40,000 - £80,000 per year Sleep Consultant: Salary Range: £30,000-£60,000 per year Dream Researcher/Scientist: Salary Range: £35,000 - £70,000 per year Author/Speaker on Dream Interpretation: Salary Range: £30,000 - £60,000 per year Remember: Salary ranges vary (based on experience, location, and company). Advance with further qualifications! Course Curriculum 9 sections • 9 lectures • 03:22:00 total length •Dream Basics: 00:25:00 •Psychology and Dreams: 00:24:00 •Understanding the Secrets in Dream Symbols: 00:26:00 •Interpreting Your Dreams: 00:30:00 •Benefits of Dreaming: 00:19:00 •Common Dreams and Their Meanings: 00:23:00 •How to Dream Positively: 00:23:00 •Meditations and Dreams: 00:32:00 •Assignment - Dream Analysis and Interpretation: 00:00:00

This course aims to enable participants to critically assess the advantages and disadvantages of employing email and content marketing strategies within affiliate marketing. Participants will gain insights into the strategic use of these methods, evaluating their impact on affiliate campaigns. By delving into the pros and cons, participants will be better equipped to make informed decisions, optimizing their affiliate marketing strategies through effective use of email and content marketing. After the successful completion of the course, you will be able to learn about the following, Grasp affiliate marketing concepts, including networks and programs. Assess the pros and cons of email and content marketing in affiliate strategies. Choose effective methods for email and content marketing campaigns. Understand permission marketing and monitor email campaigns diligently. Develop strategies for selecting and monitoring affiliates, and optimizing performance. Analyze data to optimize affiliate campaigns and implement best practices. Create impactful email campaigns with personalized content and effective management. Develop diverse content marketing campaigns with varied content types and goals. Use tools for monitoring and analyzing content marketing campaign effectiveness. Comply with legal and ethical considerations, including disclosure and anti-spam measures in affiliate marketing. This course aims to guide participants in choosing and implementing effective methods for executing email and content marketing campaigns. Through practical applications and case studies, participants will develop the skills needed to create impactful email campaigns with personalized content and manage them efficiently. Moreover, participants will learn to develop diverse content marketing campaigns, incorporating various content types and aligning them with specific goals. This practical knowledge will empower participants to execute successful campaigns in the real-world affiliate marketing landscape. This course empowers participants to master affiliate strategy development, monitoring affiliates, and optimizing campaign performance through data analysis. It also equips participants to craft impact email campaigns with personalized content and efficient management. The curriculum covers the creation of diverse content marketing campaigns, encompassing varied content types and objectives. Lastly, participants will attain a thorough comprehension of the legal and ethical aspects of affiliate marketing, ensuring compliance with disclosure and anti-spam measures by the course's conclusion. Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. Fundamentals of Affiliate marketing Self-paced pre-recorded learning content on this topic. Fundamentals of Affiliate Marketing Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course. The certificate is designed to enhance the learner's knowledge in the field. This certificate is for everyone eager to know more and get updated on current ideas in their respective field. We recommend this certificate for the following audience. Affiliate Marketing Specialist Email Marketing Strategist Content Marketing Manager Affiliate Program Coordinator Performance Optimization Analyst Campaign Analytics Specialist Compliance and Ethics Officer in Affiliate Marketing Average Completion Time 2 Weeks Accreditation 3 CPD Hours Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.

Course Overview Learn the Latest Skills | Accredited by CPD | Recognised Certificate | MCQ Based Exam & Tutor Support | Interactive Video Training  Advanced Cyber Security Course is one of our best selling and most popular course. This course gives you the background needed to understand basic cyber security and risk management. This program will provide you with the knowledge and abilities necessary to defend networks, create secure infrastructures, safeguard electronic assets, prevent cyberattacks, and protect your own privacy. The Advanced Cyber Security Course is organised into 3 modules and includes everything you need to become successful in this profession. What Will You Learn? Discover security vulnerabilities across an entire network by using network hacking techniques and vulnerability scanning Understand how we are tracked online by corporations, nation-states, your ISP and others Perform network monitoring to discover and identify potential hackers and malware You will learn how networking affects security systems within an organization What classes are included in this package? Earn a digital Certificate upon successful completion accredited by UK and internationally recognised accredited qualification There are no set schedules, so you can work at your own pace. Our email and live chat specialists are available to assist you 24 hours a day, 7 days a week. On weekdays, you'll have access to a full-time tutor. Learn in a user-friendly, cutting-edge online learning environment. High-quality e-learning study materials Lifetime Access Benefit from instant feedback through mock exams and multiple-choice assessments Who Should Take This Course? The Advanced Cyber Security Course course is suitable for anyone who wants to gain extensive knowledge, potential experience and professional skills in the related field. This is a great opportunity for all students from any academic background to learn more about this subject. The Diploma in Professional Chef course is suitable for anyone who wants to gain extensive knowledge, potential experience and professional skills in the related field. This is a great opportunity for all students from any academic background to learn more about this subject. Career Path Training offered by the Advanced Cyber Security Course could potentially benefit a range of roles but would particularly enhance careers in: Software Developer Network Administrator Cybersecurity Engineer Malware Analyst Computer Forensics Analyst Security Architect Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessments Assignment Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £119. Please note that overseas students may be charged an additional £10 for postage. Certificate of Achievements from Janets Upon successful completion of the course, you will be able to obtain your course completion e-certificate. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Endorsed Certificate of Achievement from the Quality Licence Scheme Once the course has been completed and the assessment has been passed, all students are entitled to receive an endorsed certificate. This will provide proof that you have completed your training objectives, and each endorsed certificate can be ordered and delivered to your address for only £119. Please note that overseas students may be charged an additional £10 for postage. Endorsement This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Method of Assessment On successful completion of the Advanced Cyber Security Course, you will be required to sit an online multiple-choice assessment. You will need to score 60% or above to pass the course. After successfully passing the exam, you will be able to apply for a Quality Licence Scheme endorsed certificate of achievement. The assessment will be evaluated automatically, and the results will be given to you immediately.

Master essential Microsoft Office applications, enhance communication, and develop problem-solving skills with the Microsoft Office Complete Training. Suitable for new entrants and professionals alike, gain practical knowledge, expert guidance, and a CPD certificate for career advancement.

Understanding when, why, and how restraint should be used is not just a professional necessity—it’s a responsibility. This online Restraint Awareness Training Course is thoughtfully created to guide learners through the crucial knowledge required to handle restraint-related situations with care, caution, and absolute clarity. Whether you're new to the subject or refreshing your understanding, this course lays the groundwork for responsible decision-making in environments where restraint may be considered. We explore key principles, legal considerations, and the ripple effects restraint can have on individuals and settings. It’s delivered with a touch of realism, a sense of duty, and just enough dry wit to keep things from getting too heavy—because learning doesn’t need to feel like a lecture hall from 1957. This isn’t about ticking off modules; it’s about genuinely grasping the gravity of restraint use and knowing what should guide your judgement. All accessible from your screen, no travel, no tea-stained handouts. Key Features CPD Accredited FREE PDF + Hardcopy certificate Fully online, interactive course Self-paced learning and laptop, tablet and smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Course Curriculum of Restraint Awareness Training Lecture 01 :Introduction to Health Science Lecture 02 :Healthcare Delivery Systems Lecture 03 :Anatomy and Physiology Lecture 04 :Critical Thinking and Problem-Solving in Healthcare Lecture 05 :Epidemiology and Public Health Lecture 06 :Behavioural and Lifestyle Factors in Health Learning Outcomes: Gain foundational knowledge in Health Science principles. Understand the diverse Healthcare Delivery Systems in place. Comprehend the intricacies of Anatomy and Physiology. Develop critical thinking and problem-solving skills for healthcare. Explore the vital aspects of Epidemiology and Public Health. Analyze behavioural and lifestyle factors influencing health. Accreditation This course is CPD Quality Standards (CPD QS) accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Healthcare professionals seeking to enhance their knowledge base. Individuals interested in pursuing a career in healthcare. Students aspiring to enter the healthcare industry. Those looking to expand their understanding of Health Science. Professionals in related fields seeking a broader perspective on healthcare. Anyone interested in the intersection of health and society. Individuals considering a shift towards healthcare professions. Students and professionals keen on Epidemiology and Public Health. Career path Healthcare Administrator Clinical Research Associate Public Health Analyst Medical Writer Health Educator Epidemiology Researcher Certificates Digital certificate Digital certificate - Included Once you've successfully completed your course, you will immediately be sent a FREE digital certificate. Hard copy certificate Hard copy certificate - Included Also, you can have your FREE printed certificate delivered by post (shipping cost £3.99 in the UK). For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

When information flows freely across emails, servers and shared drives, who’s keeping an eye on what goes where? The Information Governance Training Course gives you a solid grasp of how information should be handled, stored, and shared responsibly—without overloading you with jargon or abstract concepts. It covers the rules and good habits that help prevent data breaches, mishandling of documents, and those accidental “reply-alls” that could land you in trouble. Whether you're working in healthcare, education, finance, or the local bakery with a very organised spreadsheet, understanding information governance is no longer optional. This course walks you through data protection, record management, information security and your legal duties, all with a touch of clarity (and a pinch of dry humour where appropriate). If you've ever wondered what happens when data goes wandering, this is the place to get your answers—before it’s your inbox in the headlines. Key Features CPD Accredited FREE PDF + Hardcopy certificate Fully online, interactive course Self-paced learning and laptop, tablet and smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Course Curriculum Lesson 1: Introduction to Information Governance Lesson 2: Data Protection and Privacy Lesson 3: Records Management Lesson 4: Information Security Lesson 5: Cybersecurity Lesson 6: Privacy, Confidentiality and Freedom of Information Lesson 7: Data Governance Lesson 8: Information Risk Management Lesson 9: Information Ethics Lesson 10: Compliance and Auditing Lesson 11: Information Governance in Practice Learning Outcomes: Gain an in-depth understanding of Information Governance. Master data protection and privacy regulations. Learn effective records management practices. Enhance information security and cybersecurity knowledge. Understand the principles of data governance. Apply ethical standards to information management. Accreditation This course is CPD Quality Standards (CPD QS) accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Data protection officers and compliance professionals. Records managers and archivists. IT and security professionals seeking to expand their knowledge. Legal professionals involved in data compliance. Managers responsible for data handling and security. Compliance auditors and risk managers. Anyone looking to ensure data integrity and compliance. Individuals interested in a career in Information Governance. Career path Data Protection Officer Records Manager Information Security Analyst Compliance Officer Risk Management Specialist Privacy Officer Certificates Digital certificate Digital certificate - Included Once you've successfully completed your course, you will immediately be sent a FREE digital certificate. Hard copy certificate Hard copy certificate - Included Also, you can have your FREE printed certificate delivered by post (shipping cost £3.99 in the UK). For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

Enhance your financial analysis skills in our comprehensive course. Learn to interpret financial statements, perform ratio analysis, and make informed business decisions.

Embark on a journey to bridge the worlds of design and technology with the AutoCAD Programming Using C#.NET course. This expertly crafted curriculum begins with the essentials, guiding you through the .NET Framework and Visual Studio 2017 Community Edition, setting a solid foundation before diving into the complexities of programming. As the course unfolds, you will unravel the intricacies of C# fundamentals, crucial for manipulating the powerful AutoCAD .NET API. Your skills will progressively sharpen, enabling you to create and modify AutoCAD objects with precision and creativity. Learning Outcomes Acquire proficiency in the .NET Framework and navigate the Visual Studio 2017 environment with confidence. Master C# fundamentals to construct robust AutoCAD programming solutions. Operate the AutoCAD .NET API for creating precise and customised AutoCAD objects. Gain expertise in manipulating AutoCAD Dictionaries and implementing user input functions. Complete a hands-on project developing a title block, solidifying your programming acumen. Why choose this AutoCAD Programming Using C#.NET 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 AutoCAD Programming Using C#.NET 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 AutoCAD Programming Using C#.NET course for? Aspiring developers keen on specialising in engineering and architectural software solutions. Design professionals aiming to expand their technical toolset with programming capabilities. Technicians interested in upgrading their AutoCAD proficiency to include customised automation. Students and graduates seeking to enhance their employability in the design and construction industry. Hobbyists eager to explore the intersection of programming and digital design. Career path CAD Software Developer - £30,000 to £50,000 .NET Software Engineer - £35,000 to £60,000 Architectural Technologist - £25,000 to £40,000 Design Engineer - £27,000 to £45,000 CAD Technician - £20,000 to £35,000 Application Support Analyst - £22,000 to £40,000 Prerequisites This AutoCAD Programming Using C#.NET does not require you to have any prior qualifications or experience. You can just enrol and start learning.This AutoCAD Programming Using C#.NET 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.

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