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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

The healthcare industry isn’t just evolving—it’s racing ahead. With the Diploma in Adult Care (England) Mini Bundle, you're not just catching up, you're positioning yourself to lead. Whether you're eyeing jobs in health and social care, paramedic training, or physiotherapy, this bundle is designed to make your CV stand out. From emergency response to first aid application, this is your one-stop gateway into professional care. Employers are actively seeking versatile professionals with practical familiarity in first aid, health and social care, and emergency care—and this mini bundle checks every box. Why settle for just one skill when you can be equipped with five of the most hireable in-demand credentials? Description Every hiring manager in health and social care, paramedic training, and emergency care knows what they’re looking for—and it's someone who can blend competence with versatility. This Diploma in Adult Care (England) Mini Bundle delivers that mix with sharp, focused training across first aid, emergency care, paramedic training, health and social care, and physiotherapy. Looking for career flexibility? Physiotherapy, health and social care, and emergency care open doors to both public and private sectors. Want to work frontline? Paramedic training and first aid keep you at the heart of urgent medical situations. Whether your aim is long-term elderly care or fast-response crisis support, this bundle ensures you’re not left behind in one of the UK’s most demanding sectors. The healthcare and care work industry is fiercely competitive. Missing this opportunity might mean missing the chance to stand out. Don’t let that happen. FAQ Q: Is this bundle right for NHS or care home applications? A: Yes, the combination of health and social care, paramedic training, and physiotherapy makes it relevant for NHS, private, and residential care jobs. Q: Can I use this bundle to transition into emergency roles? A: Absolutely. With a focus on emergency care, first aid, and paramedic training, it's tailored for fast-paced response environments. Q: Will this help me work with the elderly or disabled adults? A: Definitely. The inclusion of health and social care, physiotherapy, and first aid makes this bundle ideal for adult care settings. Q: How does this bundle improve my hireability? A: Each course—first aid, physiotherapy, health and social care, emergency care, and paramedic training—was chosen specifically for its direct relevance to today’s care job market.

If you're aiming to enter—or move up in—the tech support and systems analysis field, the IT Support Analyst Mini Bundle delivers. Designed to align with today's hybrid business models, this career bundle equips you with the must-have combination of IT, Basic Electrical Engineering, Project Management, Crisis Management, and Cyber Security. Ideal for analyst roles in corporate, public sector, and IT services environments, this bundle makes sure your profile rises above the stack of applications—and lands in the interview pile. Description Companies are searching for candidates who are comfortable in both technical and analytical roles. The IT Support Analyst Mini Bundle does exactly that. It blends IT competence with critical operational skills like Project Management, Crisis Management, and Cyber Security, backed by a solid understanding of Basic Electrical Engineering. This combination gives hiring managers everything they need to see: you’re not just tech-savvy—you’re crisis-ready, project-aware, and trained in Cyber Security protocols. You understand systems at the technical level (IT, Basic Electrical Engineering), but you also speak the language of business continuity and analysis. Don’t wait until these job listings close. Employers want professionals fluent in IT, Project Management, Cyber Security, Crisis Management, and Basic Electrical Engineering—and this bundle gives you all five. You’re not just employable—you’re exactly what they need. FAQ Q: What job roles can this help me qualify for? A: IT support analyst, junior systems analyst, project support officer, and compliance tech roles requiring IT, Cyber Security, Project Management, Crisis Management, and Basic Electrical Engineering. Q: Is this bundle useful for project-based support roles? A: Yes. Project Management and Crisis Management make you valuable beyond day-to-day IT tasks. Q: Why is Basic Electrical Engineering included? A: It strengthens your hands-on understanding of IT infrastructure and hardware analysis. Q: Is Crisis Management relevant in IT? A: Absolutely. Crisis Management is key for analysts dealing with outages, breaches, and recovery scenarios. Q: Can I move into compliance or risk-based roles with this? A: Definitely. Cyber Security and Project Management are high-demand skills for such paths. Q: Is this more affordable than buying each course separately? A: Yes. You gain full access to IT, Cyber Security, Crisis Management, Project Management, and Basic Electrical Engineering—all bundled for exceptional value.

The Equality, Diversity & Inclusion (EDI) Mini Bundle isn’t just good for your CV—it’s critical. Today’s workplaces are built around compliance, compassion, and communication. This bundle ensures you’re fluent in all three. From Equality and Diversity and Employment Law, to handling Difficult Workplace Conversations, supporting Learning Disabilities, and embracing Mindfulness, you’ll be fully prepared for roles where inclusion isn’t optional—it’s a priority. Hiring trends don’t lie. The demand for professionals who understand Equality and Diversity and Employment Law has never been higher. Don’t fall behind—enrol today and put these high-value skills front and centre on your job applications. Description Companies are investing more than ever in workplace wellbeing and inclusive practices. That means candidates trained in Equality and Diversity, Learning Disabilities, and Mindfulness are moving to the top of the hiring pile. Add in legally critical topics like Employment Law and conflict-resolution skills from Difficult Workplace Conversations, and you’re no longer a generic applicant—you’re essential. The Equality, Diversity & Inclusion (EDI) Mini Bundle is ideal for careers in HR, education, social care, management, and customer-facing services. Your ability to confidently navigate Difficult Workplace Conversations and demonstrate awareness of Learning Disabilities shows leadership, empathy, and professional responsibility. If you don’t step up, someone else will. Equality and Diversity, Mindfulness, Employment Law, and Learning Disabilities are what modern workplaces demand—and they’re what you’ll be equipped with. FAQ Is this bundle job-ready? Yes—Equality and Diversity, Employment Law, and Learning Disabilities are hot skills in every HR and leadership role. What sectors need this training? Education, government, healthcare, corporate HR, customer service, and management all value Mindfulness and Difficult Workplace Conversations skills. Is this relevant to entry-level jobs? Absolutely. Understanding Equality and Diversity and Learning Disabilities can differentiate you from other candidates immediately. Will I stand out more to recruiters? Definitely—keywords like Employment Law, Equality and Diversity, and Mindfulness make your CV searchable and relevant. Is it applicable for people management roles? Yes. Leading teams requires training in Difficult Workplace Conversations and Equality and Diversity. Is it flexible and online? Yes—work through Mindfulness, Learning Disabilities, and the rest at your own pace. Does it help in compliance roles? Yes—Employment Law and Equality and Diversity are foundational for regulatory and HR careers. Why act now? Delaying only puts you behind. With skills in Learning Disabilities, Mindfulness, and Employment Law, you're already ahead.

This course is designed to help you understand the basic and advanced concepts of ethical hacking with ease. The course features interesting examples and coding activities in each video to keep you engaged and guides you effectively through writing programs to hack a system.

Course Overview This course provides a comprehensive introduction to European Medical Device Regulations (EU MDR), offering learners essential knowledge on the regulatory framework that governs medical devices in the European market. It covers the key components of the EU MDR, ensuring compliance with industry standards and regulations, and highlights the importance of quality systems and reporting requirements. Through this course, learners will gain a solid understanding of how to navigate and implement these regulations in their professional practice. This course is ideal for individuals seeking to expand their expertise in medical device regulation and is invaluable for those aiming to work within the medical device industry in Europe. Course Description The "Essentials of European Medical Device Regulations" course delves into the critical aspects of the EU MDR, including its foundational components, regulatory compliance, and the reporting and identification requirements for medical devices. Learners will explore the essential guidelines for ensuring quality systems are in place to maintain product safety and regulatory compliance. With a focus on practical scenarios and real-world applications, this course equips learners with the necessary skills to interpret and implement these regulations effectively. The course is designed for professionals looking to enhance their understanding of medical device regulations within the European market, offering in-depth insights into the key elements of the EU MDR and its impact on the industry. Course Modules Module 01: Overview to European Regulations on Medical Devices Module 02: Essential Components of EU MDR Module 03: Reporting Requirements and Identification Module 04: Quality System in Medical Device Regulation (See full curriculum) Who is this course for? Individuals seeking to understand European medical device regulations. Professionals aiming to enhance their regulatory compliance expertise. Beginners with an interest in the medical device industry. Regulatory professionals in the healthcare and life sciences sector. Career Path Regulatory Affairs Specialist Compliance Manager in the medical device industry Quality Assurance Manager Medical Device Consultant European Market Access Manager

Course Overview: The "FinTech and Big Data Analytics" course provides an in-depth exploration of the dynamic intersection between financial technology (FinTech) and big data. Learners will gain essential knowledge about the innovative solutions disrupting the financial services industry, such as cryptocurrencies, insurtech, and regtech. The course offers insights into the tools, technologies, and trends shaping the future of finance, with a specific focus on how big data analytics is transforming business models and decision-making. By the end of the course, learners will have a comprehensive understanding of FinTech's growth and its applications, enabling them to make informed decisions in this rapidly evolving field. Course Description: This course delves deeper into the core concepts of financial technology and big data, exploring the impact of FinTech innovations on traditional financial systems. Topics covered include the rise of cryptocurrencies, regulatory technology (RegTech), the development of insurance technologies (InsurTech), and the use of big data in reshaping business strategies. Learners will explore the key technologies that drive FinTech, such as blockchain, artificial intelligence (AI), and machine learning, and learn how they enable data-driven decision-making in finance. The course prepares learners for the evolving future of FinTech, equipping them with the necessary skills to understand and navigate this transformative landscape. Course Modules: Module 01: Introduction to Financial Technology – FinTech Module 02: Exploring Cryptocurrencies Module 03: RegTech Module 04: Rise of InsurTechs Module 05: Big Data Basics: Understanding Big Data Module 06: The Future of FinTech (See full curriculum) Who is this course for? Individuals seeking to understand the financial technology landscape. Professionals aiming to advance their careers in the rapidly evolving FinTech sector. Beginners with an interest in emerging financial technologies and data analytics. Entrepreneurs looking to innovate within the financial services industry. Career Path: Financial Analyst FinTech Specialist Data Analyst in Financial Services Blockchain Developer RegTech Consultant InsurTech Specialist Big Data Analyst in Finance

Course Overview: The "Conveyancing - Online Diploma" offers a comprehensive introduction to the legal process of property transactions. This course covers key aspects of conveyancing, including property law, standard transactions, and taxation issues. It equips learners with essential knowledge in legal documentation, the law of contract, and landlord-tenant relations. Upon completion, learners will have developed a solid understanding of the conveyancing process, enabling them to pursue career opportunities within the legal sector or enhance their current roles. The course provides learners with a robust foundation in property law and conveyancing practices, ensuring that they are well-prepared for real-world applications in the field. Course Description: This online diploma course covers a wide range of topics crucial for understanding the conveyancing process. Learners will explore key fundamentals, including property law, the law of contract, and landlord-tenant relations. The course will also delve into the practical aspects of property transactions, such as preparing legal documents, understanding accounting procedures, and staying updated with land registry regulations. As learners progress, they will deepen their understanding of standard conveyancing transactions and taxation issues relevant to conveyancers. The course is designed to provide learners with the knowledge and skills needed to navigate the complexities of property law and successfully manage conveyancing processes within a legal or professional setting. Course Modules: Module 01: Introduction to Conveyancing Module 02: Key Conveyancing Fundamentals Module 03: Property Law & Conveyancing Practice Module 04: Land Registry Updates and Law Module 05: Law of Contract Module 06: Landlord and Tenant Module 07: Standard Conveyancing Transactions Module 08: Understanding Accounting Procedures for Conveyancing Transactions Module 09: Preparing Legal Documents Module 10: Taxation Issues for Conveyancers (See full curriculum) Who is this course for? Individuals seeking to start a career in conveyancing. Professionals aiming to deepen their knowledge of property law. Beginners with an interest in property law and conveyancing. Individuals wanting to work in legal support roles within real estate. Career Path: Conveyancer Property Lawyer Legal Assistant in Real Estate Paralegal in Property Transactions Real Estate Legal Consultant

Course Overview This course on "Energy Saving in Electric Motors" provides learners with a comprehensive understanding of the principles and techniques for improving energy efficiency in electric motors. With the increasing demand for sustainable practices, this course equips participants with the knowledge to identify and implement energy-saving solutions, ultimately helping businesses reduce operational costs and environmental impact. Through a structured approach, learners will explore motor classifications, losses, and various strategies for optimising energy consumption. By the end of the course, participants will be equipped with the skills to enhance motor performance, ensuring long-term energy savings and contributing to a greener future. Course Description The "Energy Saving in Electric Motors" course covers a wide range of topics crucial for understanding energy efficiency in motor systems. Learners will explore key concepts such as motor classifications, relevant terminology, and the various losses associated with electric motors. The course delves into multiple strategies for energy saving across five focused modules, providing detailed insights into how energy consumption can be reduced at different stages of motor operation. The course also introduces energy-efficient motor technologies, ensuring learners gain a well-rounded understanding of the subject. Participants will develop the skills to identify opportunities for energy optimisation in motor systems, improving both operational efficiency and environmental sustainability. Course Modules Module 01: Introduction Module 02: Classification Module 03: Terminologies Module 04: Losses Module 05: Energy saving in motors part I Module 06: Energy saving in motors part II Module 07: Energy saving in motors part III Module 08: Energy saving in motors part IV Module 09: Energy saving in motors part V Module 10: Energy Efficient Motor (See full curriculum) Who is this course for? Individuals seeking to improve energy efficiency in industrial operations. Professionals aiming to enhance their expertise in electric motor systems. Beginners with an interest in energy management or electrical engineering. Environmental advocates looking to contribute to sustainable practices in the industrial sector. Career Path Energy Efficiency Consultant Electrical Engineer (Industrial Applications) Sustainability Manager Motor Systems Specialist Energy Auditing Professional

Diploma in Clinical Psychology Course Online The Diploma in Clinical Psychology course covers a wide range of mental health disorders and provides practical and theoretical knowledge on various forms of psychology and their approaches and applications. It examines the main characteristics of good mental health and then introduces some key statistics about mental health in the United Kingdom. Our comprehensive Diploma in Clinical Psychology course is the perfect way to kickstart your career in the field of psychology. The Diploma in Clinical Psychology course will give you a competitive advantage in your career, making you stand out from all other applicants and employees. Main Course: Diploma in Clinical Psychology Free Courses Course 01: Psychological Wellbeing Practitioner Course 02: Diploma in Counselling and Psychology Course 03: Diploma in Mastering Psychology [ Note: Free PDF certificate as soon as completing the Diploma in Clinical Psychology course] Diploma in Clinical Psychology Course Online Industry Specialists developed this Diploma in Clinical Psychology Course into 12 user-friendly modules/ lectures. Assessment Method of Diploma in Clinical Psychology Course After completing Diploma in Clinical Psychology Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Diploma in Clinical Psychology Course After completing the Diploma in Clinical Psychology course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? Diploma in Clinical Psychology Course Online This Diploma in Clinical Psychology course is ideal for anyone looking to start a career in the field of psychology or counselling. Requirements Diploma in Clinical Psychology Course Online To enrol in this Diploma in Clinical Psychology Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Diploma in Clinical Psychology Course. Be energetic and self-motivated to complete our Diploma in Clinical Psychology Course. Basic computer Skill is required to complete our Diploma in Clinical Psychology Course. If you want to enrol in our Diploma in Clinical Psychology Course, you must be at least 15 years old. Career path Diploma in Clinical Psychology Course Online This Diploma in Clinical Psychology course will prepare you for a variety of career paths.