9016 Courses

Get ready to step confidently into the technical job market with the Applied Mechanical Engineering Mini Bundle—a targeted program designed for people serious about employment in engineering, manufacturing, energy, or technical services. With skills rooted in mechanical engineering, basic electrical engineering, physics, mathematics, and problem solving, this bundle gives you the essential competencies employers actively search for. Don't let someone else take your spot—move fast, qualify faster. Description Employers love one thing more than education—applied skill. The Applied Mechanical Engineering Mini Bundle delivers exactly that. By focusing on mechanical engineering, basic electrical engineering, physics, mathematics, and problem solving, it equips you to think critically, work safely, and deliver results in real-world technical roles. Starting with mechanical engineering, this bundle sets the stage for careers in automotive systems, manufacturing, robotics, and more. Companies want people who know how mechanical engineering functions in everyday systems. Next, basic electrical engineering is your bridge into the electrical-mechanical hybrid roles that dominate modern infrastructure. From automation systems to consumer products, basic electrical engineering is in high demand. What ties these disciplines together is physics. Engineering decisions hinge on physical forces, energy flow, and system mechanics—making physics fluency vital in a hiring environment where mistakes cost money and time. Of course, none of this works without mathematics. Engineering calculations, component sizing, tolerances, and technical drawings all rely on strong mathematics. Employers look for it, depend on it, and reward it. Finally, the difference between a technician and a true problem-solver is just that—problem solving. This is one of the most desired workplace traits today. With proven problem solving ability, you become an asset in engineering, manufacturing, and logistics alike. With a skill base in mechanical engineering, basic electrical engineering, physics, mathematics, and problem solving, you’re not just another applicant—you’re a future hire. FAQ Q: Is this bundle for beginners? Yes. It’s designed to make anyone—regardless of experience—more job-ready in mechanical engineering, basic electrical engineering, physics, mathematics, and problem solving. Q: What jobs can this help me get? Entry-level and technician roles in engineering, industrial maintenance, energy, and logistics—especially those requiring mechanical engineering, basic electrical engineering, physics, mathematics, and problem solving skills. Q: Will this help me get hired quickly? Absolutely. You’ll be trained in the exact skill areas—mechanical engineering, basic electrical engineering, physics, mathematics, and problem solving—that employers are urgently hiring for. Q: What makes this bundle unique? It combines academic foundations with practical, job-focused competencies—especially in problem solving, which employers rank as one of the top soft skills.

If you're aiming for a stable, secure, and high-demand career, the AML Administrator Mini Bundle is your express route in. Built to open doors across finance, compliance, corporate governance, and banking sectors, this bundle integrates essential industry-focused disciplines—AML, HR, Business Law, Cashflow Management in Crisis, and Data Analysis—into one powerful package. Employers are looking for multi-disciplinary minds who can think beyond the basics. This bundle was made to make you that person. And here’s the kicker: getting all five skills in one place gives you unmatched value that employers love and competitors envy. Description Careers in AML, HR, Business Law, Cashflow Management in Crisis, and Data Analysis are not just growing—they’re demanding professionals who understand how these fields intersect. That’s what makes the AML Administrator Mini Bundle so critical right now. Whether you're eyeing a future in AML or using HR skills to support a compliance-heavy department, or leveraging Business Law to reinforce internal controls, this bundle sets you up for relevance. Tackling Cashflow Management in Crisis? That's resilience hiring managers pay attention to. And let's not forget the backbone of it all—Data Analysis—which links every department and every decision. If you've been waiting for the "right time" to upskill or career-shift into AML, HR, Business Law, Cashflow Management in Crisis, or Data Analysis, this is it. Employers want it all. This bundle delivers it all. Don’t be the one left saying, “I should have started earlier.” FAQ Q: Who is this bundle suitable for? A: Anyone looking to build a career in AML, HR, Business Law, Cashflow Management in Crisis, or Data Analysis—especially those eager to stand out in compliance-heavy industries. Q: Will this bundle improve my chances of employment? A: Yes. With AML, HR, Business Law, Cashflow Management in Crisis, and Data Analysis appearing across most compliance and risk-based job listings, you become instantly more employable. Q: Is this good for career changers? A: Absolutely. If you’re pivoting into AML or compliance from HR, Business Law, or Data Analysis, this bundle helps reposition your profile fast. Q: Can I take the courses individually? A: They're exclusively bundled to deliver a complete AML, HR, Business Law, Cashflow Management in Crisis, and Data Analysis skill set with unbeatable value. Q: Are these courses recognised in professional circles? A: Yes. Each is valued across AML, HR, Business Law, Cashflow Management in Crisis, and Data Analysis career sectors. Q: How long does it take to complete? A: The structure allows flexible pacing across AML, HR, Business Law, Cashflow Management in Crisis, and Data Analysis.

Ready to turn your passion for dogs into a thriving career? The Dog Trainer: 8-in-1 Premium Online Courses Bundle is tailored to make you instantly hireable in the booming animal care and dog training industries. Whether you're aiming to work in private dog training, public shelters, or even veterinary practices, this career-focused bundle sets you apart. This comprehensive bundle features Puppy Training, Dog Basics, Public Health, Animal Care, Negotiation Skills, Physiotherapy, Counselling, and Team Leader skills — all bundled together to help you dominate the job market. Employers in the pet care, healthcare, and wellness sectors increasingly demand a blend of soft and technical expertise. That's why Puppy Training and Dog Basics are complemented by Public Health knowledge, Animal Care professionalism, and Negotiation Skills that make you effective with clients and colleagues. Add Physiotherapy for physical support roles, Counselling for emotional connection, and Team Leader skills for career advancement, and you've got a bundle that’s tough to beat. FOMO Alert: Dog training jobs are on the rise, and this all-in-one course bundle ensures you’re not left behind. And with Compete High rated 4.8 on 'Reviews.io' and 4.3 on Trustpilot, you know you're in trusted hands. 🔹 Description Each course in this bundle is carefully selected to make you job-ready: Puppy Training: Your gateway into dog training. Employers seek professionals skilled in Puppy Training due to rising demand in obedience programs, home training, and pet daycare roles. If Puppy Training is on your CV 50 times, it won’t go unnoticed. Dog Basics: A core skill required in nearly all pet care roles. From understanding canine behaviour to providing daily support, Dog Basics makes you foundationally strong. With Dog Basics on your resume, you can target roles in grooming, kennels, and rescue centres. Public Health: More important than ever. Understanding how dog care intersects with human health makes you stand out. Public Health training adds depth to your profile when applying to animal shelters, public safety, and sanitation-sensitive areas. Animal Care: Employers want people who "get" animals. Animal Care is an asset in veterinary offices, shelters, pet shops, and kennels. It's the industry keyword recruiters scan for. Negotiation Skills: Dog trainers often work with pet owners, veterinarians, and institutions. Being fluent in Negotiation Skills helps close deals, handle difficult clients, and grow your personal brand. Physiotherapy: Many dog trainers now work alongside vets or in rehab. Adding Physiotherapy as a competency shows adaptability and relevance in modern animal wellness roles. Counselling: Modern trainers aren’t just about commands—they connect emotionally. Counselling builds trust with pet owners and can be a crucial factor in client satisfaction and return business. Team Leader: Employers want dog professionals who can lead. Having Team Leader experience shows maturity and long-term potential. Together, these eight areas — Puppy Training, Dog Basics, Public Health, Animal Care, Negotiation Skills, Physiotherapy, Counselling, and Team Leader — are the keywords your future employer is actively searching for. This bundle is also incredible value for money. Instead of buying 8 separate courses, you get them all together — at a fraction of the price. 🔹 FAQ Q: Who is this bundle for? A: Anyone interested in working as a dog trainer, in animal shelters, pet grooming, or dog care services. Whether you're starting out or upskilling, these courses give you a major edge. Q: Do I need prior experience? A: No prior experience is required. The courses are suitable for beginners and those looking to transition into dog training or pet care. Q: Will this make me more hireable? A: Yes. With Puppy Training, Dog Basics, Public Health, Animal Care, Negotiation Skills, Physiotherapy, Counselling, and Team Leader as part of your skillset, you’re targeting multiple industries with high employment demand. Q: Is this bundle recognized? A: Absolutely. Compete High has a 4.8 rating on Reviews.io and 4.3 on Trustpilot, which reflects our commitment to career-driven education.

🚀 Elevate your career with the AML Analyst: 8-in-1 Premium Online Courses Bundle—designed for those aiming to break into or advance within the financial compliance and analysis sectors. This bundle combines the essential skills you need to stand out as an AML analyst, focusing on vital areas such as Excel, Crisis Management, Data Analysis, Purchase Ledger, Tax, Paralegal skills, AML expertise, and Financial Analysis. The demand for AML Analysts is skyrocketing across finance, banking, legal, and regulatory industries. This bundle harnesses the power of Excel, a staple in financial roles, alongside Data Analysis and Financial Analysis to give you a competitive edge. Navigating Tax laws, managing the Purchase Ledger, and applying Paralegal knowledge ensures you’re prepared for diverse AML challenges. Plus, mastering Crisis Management and AML fundamentals equips you to protect organizations in volatile environments. ⏰ Don’t miss out — job openings for AML Analysts are increasing, and employers seek candidates who come fully prepared with these critical skills. This bundle gives you value-for-money access to eight in-demand courses tailored to make you hireable NOW. Compete High has 4.8 on 'Reviews.io' and 4.3 on Trustpilot — trust us to deliver quality and career-ready training. Description In today’s fast-paced finance and legal sectors, being proficient in Excel is non-negotiable. This bundle ensures you use Excel to its fullest, underpinning your ability to manage data, budgets, and reports effectively. Combine that with top-notch Data Analysis skills that employers demand, and you’ll stand out in roles requiring deep financial insights. Handling the Purchase Ledger and understanding Tax implications are critical for AML Analysts working closely with finance departments. The ability to navigate Tax rules and maintain a comprehensive Purchase Ledger adds huge value in preventing financial discrepancies and detecting fraudulent transactions. A solid grasp of Paralegal knowledge sharpens your understanding of compliance, legal procedures, and documentation crucial in AML roles. The AML course itself delves into Anti-Money Laundering principles, helping you detect and report suspicious activities with confidence. Financial Analysis ties all these skills together, enabling you to interpret financial data critically and contribute to strategic decision-making. When unexpected situations arise, your Crisis Management skills will keep you calm and effective, turning potential threats into manageable scenarios. This bundle is ideal for finance professionals, compliance officers, legal assistants, and anyone wanting to upskill for the lucrative AML Analyst job market. With the complete package of Excel, Crisis Management, Data Analysis, Purchase Ledger, Tax, Paralegal, AML, and Financial Analysis, you’re not just learning—you’re investing in your future career. FAQ Q: How will these courses help me become an AML Analyst? A: Each course is selected to build your expertise in key AML Analyst skills like data management with Excel, legal and compliance understanding via Paralegal and AML courses, financial operations through Purchase Ledger and Tax, analytical skills with Data Analysis and Financial Analysis, and readiness for unexpected situations through Crisis Management. Q: Do I need prior experience in any course topics? A: No prior experience is required. The bundle is designed for beginners and professionals alike to develop job-ready skills quickly and effectively. Q: Can I access the courses anytime? A: Yes! The bundle is fully online with lifetime access, so you can study at your own pace. Q: How do these courses improve my job prospects? A: Employers in finance, legal, and compliance sectors highly value skills in Excel, Data Analysis, AML, and Financial Analysis. Completing this bundle equips you with verified skills and knowledge, making you a more competitive hire. Q: Is there any certification? A: Yes, you will receive certificates for each course upon completion, showcasing your mastery of essential AML Analyst skills. Compete High has 4.8 on 'Reviews.io' and 4.3 on Trustpilot — join thousands of satisfied learners who have boosted their careers!

Communication Skills: Communication Skills Course Online This Communication Skills: Communication Skills Course is perfect for professionals who want to excel in their field. The qualification provides all of the necessary skills and knowledge for a career in communication. This Communication Skills: Communication Skills Course will teach you real-world knowledge and expertise from industry experts and practitioners. This Communication Skills: Communication Skills Course explains how to improve your competency as a professional while also outlining important career insights in this field. Through this Communication Skills: Communication Skills Course, you will be able to strengthen your knowledge and skills while also seeing a clearer picture of your future career growth. As a result, by the end of the Communication Skills: Communication Skills Course, you will have equipped yourself with the necessary skills to keep you competitive. Special Offers of this Communication Skills: Communication Course This Communication Skills: Communication Course includes a FREE PDF Certificate. Lifetime access to this Communication Skills: Communication Course Instant access to this Communication Skills: Communication Course Get FREE Tutor Support to this Communication Skills: Communication Course [ Note: Free PDF certificate as soon as completing the Communication Skills: Communication Skills Course] Communication Skills: Communication Skills Course Online This Communication Skills: Communication Skills Course consists of 09 modules. Course Curriculum of Communication Skills: Communication Skills Course Module 01: Introduction to Communication Module 02: The Communication Skills Module 03: Different Types of Communication Module 04: Different Methods of Communication Module 05: Styles of Communication Module 06: Barriers to Communication Module 07: Assessing Communication Competence: Relevant Criteria Module 08: Seven Actions for Effective Communication Module 09: Do's and Don'ts of Effective Communication Certificate of Completion You will receive a course completion certificate for free as soon as you complete the Communication Skills: Communication Skills Course. Who is this course for? Communication Skills: Communication Skills Course Online This Communication Skills: Communication Skills Course is ideal for those who work in or aspire to work in the following professions: - Sales Managers, HR Assistants, Business Owners & Entrepreneurs, Public Speakers, Administrative Assistant, Administrative Coordinator. Requirements Communication Skills: Communication Skills Course Online To enrol in this Communication Skills: Communication Skills Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Communication Skills: Communication Skills Course. Be energetic and self-motivated to complete our Communication Skills: Communication Skills Course. Basic computer Skill is required to complete our Communication Skills: Communication Skills Course. If you want to enrol in our Communication Skills: Communication Skills Course, you must be at least 15 years old. Career path Communication Skills: Communication Skills Course Online

Electrician: Electrician Course Online Unlock the Power of Electrician: Electrician Course: Enrol Now! Are you ready to spark your career and become a skilled professional electrician? Look no further! The Electrical Electrician: Electrician Course is here to provide you with the knowledge, skills, and confidence you need to excel in this dynamic field. Here's what sets our Professional Electrician: Electrician Course apart from the rest: Expert Instruction: Our team of experienced electricians serves as your personal guides throughout the Electrician: Electrician Course. They bring their extensive knowledge and insights directly to you, sharing valuable tips, tricks, and industry secrets. You will benefit from their expertise and be mentored by the best in the business. Don't miss out on this exceptional opportunity to become a Electrician: Electrician Course. Enrol in our Electrical: Electrician Course today and take the first step towards a successful and fulfilling career in the electrical industry. Start harnessing your potential and light up your future! Main Course: Basic Electrician Course Free courses included with Electrician: Electrician Course: Along with Electrician: Electrician Course you will get free Electrical Safety Training Course Along with Electrician: Electrician Course you will get free Fire Safety Level 2 Along with Electrician: Electrician Course you will get free Level 5 Negotiation Skills Course Special Offers of this Electrician: Electrician Course: This Electrician: Electrician Course includes a FREE PDF Certificate. Lifetime access to this Electrician: Electrician Course Instant access to this Electrician: Electrician Course 24/7 Support Available to this Electrician: Electrician Course Electrician: Electrician Course Online The Professional Electrician: Electrician Course covers a variety of subjects and includes real-world examples. The Professional Electrician: Electrician Course will also teach you about electrical theory, circuits, and power. Professional electricians also discuss safety considerations and wiring strategies. The Professional Electrician: Electrician Course also includes troubleshooting techniques. Overall Professional Electrician: Electrician Course provides a solid foundation for a successful career as an electrician. Who is this course for? Electrician: Electrician Course Online This Electrician: Electrician Course is open to everyone. Requirements Electrician: Electrician Course Online To enroll in this Electrician: Electrician Course, students must fulfill the following requirements: Good Command over English language is mandatory to enrol in our Electrician: Electrician Course. Be energetic and self-motivated to complete our Electrician: Electrician Course. Basic computer Skill is required to complete our Electrician: Electrician Course. If you want to enrol in our Electrician: Electrician Course, you must be at least 15 years old. Career path Electrician: Electrician Course Online Because of this Professional Electrician: Electrician Course, you will have new chances, which will also boost your CV.

Occupational Therapy: Occupational Therapy Online Unlock your potential with our Occupational Therapy course, where you’ll dive deep into the world of Occupational Therapy. This comprehensive Occupational Therapy program is designed to equip you with the essential skills needed for a successful career in Occupational Therapy. Our Occupational Therapy curriculum covers a wide range of topics, ensuring that you understand the fundamental principles of Occupational Therapy. With hands-on experiences and expert instructors, you’ll gain practical knowledge that enhances your expertise in Occupational Therapy. Join our community of passionate learners in the Occupational Therapy course and connect with professionals who share your commitment to improving lives through Occupational Therapy. Whether you're starting your journey or advancing your career, this Occupational Therapy course is the perfect choice for aspiring therapists. Enroll today to transform your future with our Occupational Therapy course, and become a vital part of the Occupational Therapy field! Special Offers of this Occupational Therapy: Occupational Therapy Course This Occupational Therapy Course includes a FREE PDF Certificate. Lifetime access to this Occupational Therapy Course Instant access to this Occupational Therapy Course 24/7 Support Available to this Occupational Therapy Course Occupational Therapy: Occupational Therapy Online Throughout the Occupational Therapy: Occupational Therapy course you will learn to make strategies for assisting patients in overcoming depression and poor self-esteem, and possible alternatives to occupational therapy. Moreover, from occupational therapy You will also learn about occupational therapists' ongoing professional and personal development. By the end of the Occupational Therapy: Occupational Therapy course you will know how to assist a patient in accepting their current state and moving toward a full recovery, and much more. Who is this course for? Occupational Therapy: Occupational Therapy Online If you want to advance your technical abilities and get ready for the career you want, this Occupational Therapy: Occupational Therapy course is ideal for you! Requirements Occupational Therapy: Diploma in Occupational Therapy Online To enrol in this Occupational Therapy: Occupational Therapy Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Occupational Therapy: Occupational Therapy Course. Be energetic and self-motivated to complete our Occupational Therapy: Occupational Therapy Course. Basic computer Skill is required to complete our Occupational Therapy: Occupational Therapy Course. If you want to enrol in our Occupational Therapy: Occupational Therapy Course you must be at least 15 years old. Career path Occupational Therapy: Occupational Therapy Online With the help of this Occupational Therapy: Occupational Therapy course, you may now access the relevant job market. Moreover, occupational therapy strengthens your CV, improves your career, and makes you more competitive in your field of choice.

Business Finance: Business Finance Unlock your potential with our Business Finance course! Dive deep into Business Finance fundamentals, explore advanced Business Finance strategies, and master Business Finance principles. Our Business Finance course equips you with essential Business Finance skills, boosting your expertise in Business Finance analysis, Business Finance management, and Business Finance success. Enroll now in Business Finance! This Business Finance: Business Finance course will give you a solid understanding of accounting and financial processes, concepts, and responsibilities, preparing you for a career in the accounting and finance industry. Learning Outcomes After completing the Business Finance: Business Financecourse, the learner will be able to - Learn the fundamentals of accounting and finance. Recognize the various types of cost data and cost analysis. Cost management and analysis reports. Understand how to handle accounts receivable and credit. Understand inventory management. Recognize the time value of money Identify accounting conventions and how to record financial data Improve managerial performance by understanding Special Offers of this Business Finance Course: This Business Finance Course includes a FREE PDF Certificate. Lifetime access to this Business Finance Course Instant access to this Business Finance Course 24/7 Support Available to this Business Finance Course Business Finance: Business Finance Our Level 5 Business Finance course offers a thorough introduction to the essential concepts of business finance. You'll explore how Business Finance involves managing assets, liabilities, and planning for future growth. This course dives deep into the daily flow of money within a business, highlighting the critical role of Business Finance in measuring, monitoring, and planning operations. Designed for aspiring professionals, our Business Finance course equips you with the skills needed to succeed in the dynamic world of business finance. Enroll now to start mastering Business Finance! Who is this course for? Business Finance: Business Finance This Business Finance: Business Finance is for the ones who are interested in banking sector specially account and finance. Anyone who wants to advance their professional life. Requirements Business Finance: Business Finance To enrol in this Business Finance Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Business Finance Course. Be energetic and self-motivated to complete our Business Finance Course. Basic computer Skill is required to complete our Business Finance Course. If you want to enrol in our Business Finance Course, you must be at least 15 years old. Career path Business Finance: Business Finance After completing this Business Finance: Business Finance course, you may be able to pursue a variety of promising career opportunities, such as: Account manager Finance manager Administrative specialist and many more.

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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