6254 Courses in Cardiff delivered Online

The job market is moving fast—are you keeping up? The Diploma in Accounting and Business Finance 20-in-1 bundle equips you with a comprehensive set of skills aligned with what employers are actively hiring for in finance, accounting, and business support roles. Whether you're looking to enter the field or take on more responsibility, this value-packed training will help place your CV at the top of the pile—across sectors from corporate finance and compliance to business operations and reporting. Description From accounting firms and SMEs to enterprise-level organisations, the demand for job-ready professionals who understand finance, regulation, and business performance is stronger than ever. This 20-in-1 bundle was designed with one goal in mind: to make you the kind of candidate hiring managers are eager to bring in. Covering critical areas such as payroll, tax, financial systems, compliance, and analysis, the bundle is ideal for anyone looking to land entry-level roles or make a career shift into finance and accounting support. And with the inclusion of powerful tools like Xero, Sage, and Tableau, your CV will reflect current industry expectations—making you more versatile, more marketable, and far more hireable. You’re not just gaining knowledge—you’re making yourself job-ready. With so many employers filtering candidates based on real, demonstrable skills, this is your shortcut to getting shortlisted, interviewed, and hired. FAQ Who is this course bundle aimed at? Aspiring finance assistants, accounting technicians, SME bookkeepers, data clerks, payroll officers, and business support professionals in finance-driven sectors. Can I start this without prior experience? Yes. It’s beginner-friendly and designed to help you enter or transition into the field. What makes this different from other finance courses? It’s built around employment, not theory—combining 20 job-aligned courses in one career-focused package. Is this bundle suited for remote or hybrid roles? Absolutely. The tools and topics included reflect the digital finance workflows common in modern offices. Does this help me apply to UK-based roles? Yes. The course topics are highly relevant to UK job listings across public and private sectors. Is there a time limit or deadline to complete the bundle? Nope. You can study flexibly at your own pace—but the sooner you complete it, the sooner you’ll be job-ready.

Overview of Organisational Behaviour, HR and Leadership Join our Organisational Behaviour, HR and Leadership course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Organisational Behaviour, HR and Leadership course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Organisational Behaviour, HR and Leadership course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Organisational Behaviour, HR and Leadership Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Organisational Behaviour, HR and Leadership. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online — Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion – Digital / PDF Certificate After completing the Organisational Behaviour, HR and Leadership course, you can order your CPD Accredited Digital/ PDF Certificate for £5.99. Certificate of Completion – Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Organisational Behaviour, HR and Leadership is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand. On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level. This course has been developed with maximum flexibility and accessibility, making it ideal for people who don’t have the time to devote to traditional education. Requirements You don’t need any educational qualification or experience to enrol in the Organisational Behaviour, HR and Leadership course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Organisational Behaviour, HR and Leadership Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors.

This course will help you get started with automation testing of web applications. You will cover the basic and advanced topics of Selenium and Python, along with unit tests, pytest, cross-browser testing, logging infrastructure, automation framework design, Jenkins, and a lot more.

📈 Train to lead confidently with the Business Finance Manager Training: 8-in-1 Premium Online Courses Bundle — designed for aspiring finance team leaders, compliance officers, department managers, and business analysts. Learn skills that hiring managers love: AML, GDPR, problem solving, stress management, business development, communication, and strategic leadership. 💼 Built to match job descriptions in corporate finance, project oversight, people management, and strategic planning, this course will move your CV to the top of the stack. 📊 Compete High continues to lead the way — 4.8 on Reviews.io, 4.3 on Trustpilot. 📝 Description Today’s finance managers do more than balance books — they lead teams, ensure compliance, and navigate risk. This 8-in-1 bundle builds that leadership-ready profile. Great for: Finance team leaders Junior managers Strategy advisors Risk analysts Business unit supervisors Developed around: People-focused communication Regulatory alignment (AML, GDPR) Business development planning Stress-resilient performance ❓ FAQ Q: Will this help me move into management? A: Yes — this bundle includes business management, AML, comms, and problem solving, all key manager requirements. Q: Are these skills sought by employers? A: 100%. These keywords map directly to job posts in finance and project oversight. Q: Is this well-reviewed? A: Yes — learners consistently rate Compete High 4.8 on Reviews.io and 4.3 on Trustpilot.

Course Overview Learn all the essential skills to become an expert in Therapy. From this comprehensive Aromatherapy Advanced Diploma course, you will be able to understand the principles of Therapy. In the step-by-step training process, you will acquire practical skills along with theoretical knowledge. The Qualified professionals will assist you throughout this learning process.   This Aromatherapy Advanced Diploma is structured to ensure you have all the adequate skills to secure a position in this competitive industry. You will achieve the confidence and competency to bear all the responsibilities of this profession. The course will add all the right credentials to your resume and increase your employability in this growing industry.   Who is this course for? Anyone who is now employed in this field or who aspires to be one should take this course. Your knowledge will grow through taking this course, which will also strengthen your resume. To demonstrate your newly gained knowledge, develop crucial abilities and receive a professional credential. Entry Requirement This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Certification After you have successfully completed the course, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry-leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path The Aromatherapy Advanced Diploma course is intended to assist you in obtaining the dream job or maybe the promotion you've always desired. With the assistance and direction of our Aromatherapy Advanced Diploma course, learn the vital abilities and knowledge you require to succeed in your life.     Module: 01 Welcome to my course 00:01:00 Before we start 00:03:00 What is aromatherapy? 00:03:00 Where do plants have essential oils? 00:02:00 Why does the cost of essential oils vary so much? 00:02:00 What to look for when buying essential oils 00:06:00 How essential oils can be adulterated 00:05:00 I just bought some adulterated essential oils 00:04:00 Storing your essential oils 00:02:00 Best carrier oils for skin conditions and small areas 00:04:00 Dilution rates 00:07:00 What are think are the best carrier oils for massage 00:03:00 What on earth do these words mean? 00:01:00 Module: 02 If I only had lavender oil, what can I do with it? 00:08:00 A quick word about using lavender oil neat 00:02:00 Treating bites and stings with lavender 00:02:00 Lots of great ways to use lavender in your daily life 00:06:00 Module: 03 How does aromatherapy affect our minds and bodies? 00:07:00 What is the quickest base to get the oils absorbed into our bloodstreams? 00:02:00 How to increase your absorption rate even more 00:01:00 The garlic test 00:01:00 Module: 04 What you will learn in this section 00:02:00 The Steam and Water Distillation process 00:02:00 Cold expression 00:02:00 Solvent extraction 00:02:00 Carbon dioxide extraction 00:01:00 Enfleurage 00:01:00 Summary 00:03:00 Module: 05 Using essential oils safely is paramount 00:01:00 Some Good News For People With High Blood Pressure 00:01:00 Dealing with poisoning and skin reactions 00:06:00 A word about using citrus oils and photosensitivity 00:03:00 Oils that must be avoided in pregnancy and nursing mothers 00:01:00 What you should not do 00:01:00 Module: 06 Introduction to the ways to apply your aromatherapy 00:01:00 A Word About Aromatherapy Baths 00:02:00 Warm and Cold Compresses 00:04:00 Roller Balls 00:02:00 Bath and body products 00:01:00 Small topical creams, oils and lotions 00:01:00 Foot Baths 00:01:00 Steam Inhalation 00:02:00 Diffusers/inhalation 00:01:00 Full body massage 00:01:00 Room sprays 00:01:00 To summarize the best ways to apply aromatherapy for the various conditions 00:02:00 Module: 07 What we are going to go through from now on 00:02:00 Let's take a look at stress 00:02:00 A Handy List Of essential Oils For Emotional States 00:01:00 Stress and insomnia-which oils to use 00:08:00 What some studies say about helping anxiety and depression 00:03:00 Let's use this knowledge in a practical situation 00:06:00 Module: 08 Introduction 00:01:00 How to treat acute injuries 00:06:00 How to treat chronic pain 00:04:00 Headaches 00:02:00 How to treat arthritis 00:04:00 If I had just 1 essential oil to treat pain with, it would be this one 00:01:00 A 2018 Study on Knee Osteoarthritis Pain Using Lavender 00:01:00 A Study that increased Athletic Performance With Aromatherapy 00:01:00 Bruises 00:02:00 Varicose veins 00:02:00 Module: 09 Treating swelling, edema and cellulite 00:03:00 Module: 10 Treating Respiratory Disorders 00:04:00 Treating Sinusitis 00:02:00 Treating Asthma 00:02:00 Treating Chronic Bronchitis 00:01:00 Treating Hayfever 00:01:00 Treating allergies with the big 4 essential oils 00:01:00 Module: 11 Digestive disorders in general 00:04:00 Treating nausea 00:01:00 Treating Irritable Bowel Syndrome (IBS) 00:01:00 Treating Constipation 00:02:00 Treating Weight Loss 00:03:00 Module: 12 Treating Dysmenorrhea (painful periods) 00:02:00 Treating PMS 00:03:00 Treating Menopause 00:03:00 Module: 13 In general 00:01:00 A Handy List Of essential Oils For Skin Types 00:02:00 Treating Dermatitis/Eczema 00:03:00 Studies on using sandalwood for eczema and psoriasis 00:01:00 Psoriasis 00:02:00 Using tea tree for acne 00:02:00 Hair loss and scalp issues 00:02:00 Burns 00:03:00 Athletes foot 00:02:00 Scars 00:02:00 Wrinkles/anti-aging 00:02:00 Make your own anti-aging serum 00:01:00 Stretch marks oil 00:01:00 Hand sanitizer spray 00:01:00 Congratulations! 00:01:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

There are tons of advantages that you can get from creating your brand. With the guidance of this Personal Branding Diploma course, you will learn various approaches to personal branding and fundamental issues that help to build a solid personal reputation. In this competitive world, it is quite crucial to brand yourself. Our expertly designed course will help you build connection in different fields and areas of speciality. This course also supports to gain the skills and knowledge to cope up with the upswing of modern drifts, with emphasising on your personal integrity, ability, fidelity, discernment, and restore your self-confidence to qualify you for the world of vocation. Who is this course for? Personal Branding Diploma is suitable for anyone who wants to gain extensive knowledge, potential experience and professional skills in the related field. This course is CPD accredited so you don't have to worry about the quality. Requirements Our Personal Branding Diploma is open to all from all academic backgrounds and there are no specific requirements to attend this course. It is compatible and accessible from any device including Windows, Mac, Android, iOS, Tablets etc. CPD Certificate from Course Gate  At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path This course opens a new door for you to enter the relevant job market and also gives you the opportunity to acquire extensive knowledge along with required skills to become successful. You will be able to add our qualification to your CV/resume which will help you to stand out in the competitive job industry. Course Curriculum Introduction to the course Meet your guide Russell Amerasekera FREE 00:01:00 What you will learn on the course 00:01:00 How to get the most from this course 00:01:00 What is a personal brand? Introduction to personal branding and why it's so important 00:01:00 What are you famous for? 00:04:00 Summary 00:01:00 Activity: find your one word 00:01:00 How to create a personal brand Introduction - build your personal brand 00:01:00 Explore the dimensions of your life 00:05:00 Creating your brand story 00:05:00 Activity - your happiness curve 00:02:00 Activity - your own personal brand story 00:01:00 A blueprint for optimal performance Introduction - how to be the best version of yourself 00:02:00 A typical day at the office 00:07:00 The 4 phases of you 00:03:00 Summary 00:03:00 Activity - optimise your day to optimise your life 00:01:00 The power of authenticity Introduction - the confidence to be your authentic self 00:01:00 Russell's own story 00:05:00 Personal brand mantras 00:02:00 Summary 00:01:00 Activity - discover your brand mantras 00:01:00 The power of empathy Empathy and why it's critical to your personal brand 00:04:00 Activity - group perception 00:02:00 The importance of storytelling Introduction - how to tell your life story 00:01:00 3 part narratives 00:01:00 Engaging the emotions 00:01:00 Using power words 00:01:00 Summary 00:01:00 Activity - create your 3 minute life story 00:01:00 Dressing for success Introduction - the connection between your brand and what you wear 00:04:00 Develop your own style 00:04:00 Activity - your 3 style words 00:01:00 Summary 00:01:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

Description: Project management involves skills and expertise which can help to run small to large projects in a very efficient way. Project management basically involves breaking down the workload into smaller sections and delegate the responsibilities to abled supervisors. Professional Project Management Diploma will give you all the knowledge about it. In this course, firstly, you will learn about the basics of project management. You will also learn work and resource breakdown structure, preparation of a basic schedule, project planning worksheet, etc. After that, you will get to know how to plan, sell and prepare a project, the role of a project manager, budgeting, teamwork and development, communication, etc. This course contents will help you to be better prepared for the future. Learning Outcomes: Narrate what has been mean by a project Decode what it means by a project management Locate the benefits of projects Recognise the stages of a project's life cycle Learn of selling ideas as well as making presentations linked to a project Learn how to prioritise projects Commence conceptualising the project, involving goals, as well as vision statements Apply project planning tools Learn how you can contribute to build a Statement of Work Realise what has been meant by a project Locate the steps that must be taken to accomplish projects on time as well as on budget Achieve a better capability so as to sell your ideas as well as prepare presentations Learn how to have knowledge of simple methods as well as tools to plan along with track your project Learn the techniques to keep the team motivated and focused at the same time. Realise what has been meant by a project Differentiate between a Project Charter as well as Statement of Work (SOW) Apply a SOW to commence your project planning Generate a Work Breakdown Structure so as to determine tasks required for completing a small project Produce a project schedule rooted on project tasks along with the resources Build a Resource Breakdown Structure in order to fix specific resources required for completing a small project Accomplish a Project Planning Worksheet in order to act like a touchstone for your project completion Recognise your project's tasks as well as resources Give orders for tasks applying the Work Breakdown Structure Make schedule tasks skilfully Exploit the fundamental planning tools for example, a Gantt chart, PERT diagram, as well as network diagram Make a project budget Rectify the project budget as well as schedule to attain targets Identify and manage risks Recognise and learn to manage risks Make a final project strategy Implement and make an end to a project Improvise as well as manage a change control formula Think thoroughly when selecting a project team Create the best of an assigned team Assist team switch on to different stages to be a high-functioning unit Boost productivity at team meetings Give rewards and inspire your team Enhance and apply a communication plan Have regular communications with sponsors and executives more positively Recognise plans to deal with problem with team members Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? Professional Project Management Diploma is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Professional Project Management Diploma is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Professional Project Management Diploma - Updated Version Introduction to Project Management 00:23:00 PMBOK and PMI 00:15:00 Global Project Management 00:40:00 Project Life Cycle 00:30:00 Time Management 00:41:00 Quality Management 00:22:00 Effective Planning & Scheduling 00:47:00 Human Resource Management 00:18:00 Performance Management 00:19:00 Talent Management 00:19:00 Organising Meeting and Conferences 00:29:00 Managing Resources 00:19:00 Change Management 00:24:00 Business Resilience and Crisis Management 00:18:00 Conflict Management 00:16:00 Stress Management 00:17:00 Communication Skills 00:26:00 Procurement & Purchasing Management 00:22:00 Risk Management 00:25:00 Professional Project Management Diploma - Old Version Module - 1 Defining Projects and Project Management 00:15:00 The Role of a Project Manager 00:05:00 Pre-Assignment Review 00:15:00 How Can Projects Help Me? 00:15:00 A Project's Life Cycle 00:15:00 Selling a Project 00:15:00 Creating a Vision 00:05:00 Project Goals 00:15:00 Laying Out the Project 00:15:00 Module - 2 Project Risks 00:15:00 Contingency Planning 00:15:00 What Really Needs To Be Done? 00:30:00 The Work Breakdown Structure 00:15:00 Planning Tools 00:30:00 Budgets 00:15:00 Teamwork 00:15:00 Developing Teams 00:30:00 Aspirinia 00:00:00 Closing Out a Project 00:15:00 Team Meetings 00:30:00 Project Presentations 00:15:00 Module - 3 Project Management Basics 00:15:00 Beginning the Project Planning 00:30:00 The Work Breakdown Structure 00:15:00 Preparing a Basic Schedule 00:15:00 Resource Breakdown Structure 00:17:00 Project Planning Worksheet 00:15:00 Module - 4 What Really Needs To Be Done? 00:15:00 The Work Breakdown Structure 00:15:00 Scheduling Techniques 00:30:00 Budgeting Tips and Tricks 00:15:00 Assessing Project Risks 00:15:00 Preparing the Final Plan 00:15:00 Making it Fit 00:15:00 The Execution Phase 00:15:00 Controlling Changes 00:15:00 Closing Out a Project 00:15:00 Module - 5 Choosing the Project Team 01:00:00 Building a Winning Team 00:30:00 Managing Team Meetings 00:30:00 Easy Ways to Reward Your Team 00:30:00 Developing a Communication Plan 00:30:00 Communicating with Sponsors and Executives 00:30:00 Dealing with Problem Team Members 00:30:00 Mock Exam Mock Exam- Professional Project Management Diploma 00:30:00 Final Exam Final Exam- Professional Project Management Diploma 00:30:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Course Overview This comprehensive Level 5 course is designed to empower aspiring and current training professionals with the knowledge, techniques, and confidence to coach and mentor other trainers towards excellence. "Train the Trainer Coach: Trainer's Guide to Growth & Excellence" offers an in-depth exploration of modern training principles, coaching methodologies, and leadership strategies specifically tailored for those responsible for developing trainers within organisations. The programme focuses on structured learning, reflective practice, and strategic development—equipping learners with the ability to build impactful training environments and promote a culture of continuous improvement. Upon completion, learners will be able to support trainer performance, implement quality training systems, and lead professional growth initiatives within learning and development settings. Course Description This advanced training programme delves into the art and science of coaching trainers, providing a strategic approach to building trainer capacity and fostering excellence in learning delivery. Learners will explore key areas including adult learning theory, coaching psychology, feedback models, training evaluation, and performance enhancement. The course encourages analytical thinking and self-awareness, allowing participants to reflect on their own coaching style while developing frameworks to guide and support others. Whether you're managing a team of in-house trainers or aspiring to take on leadership roles in learning and development, this course provides a structured pathway to help you elevate the effectiveness of training programmes. Learners will also develop their skills in strategic planning, talent development, and fostering engagement across diverse learning cohorts. Course Modules: Module 01: Train the Trainer Coach: Complete Guide to Coaching Trainers (See full curriculum) Who is this course for? Individuals seeking to become coaching-focused training professionals. Professionals aiming to support the development of trainers within organisations. Beginners with an interest in coaching, mentoring, or learning and development. Training managers and HR personnel responsible for upskilling training teams. Career Path Learning and Development Coach Training Manager Corporate Trainer Development Lead Learning Consultant Organisational Development Specialist

ISO : International Organization for Standardization 9001:2015 Course Overview: This ISO 9001:2015 course provides an in-depth introduction to the internationally recognised standard for quality management systems. Learners will gain a clear understanding of the principles behind ISO 9001:2015 and its application across various industries. The course explores the requirements for establishing, maintaining, and improving quality management processes, with a focus on driving continual improvement within organisations. Upon completion, learners will be equipped to implement ISO 9001:2015 standards within their own workplace, enhancing their organisation's operational efficiency and customer satisfaction. Course Description: The ISO 9001:2015 course covers a comprehensive range of topics crucial for quality management in any organisation. It begins with an overview of the ISO 9001:2015 standard, followed by an in-depth analysis of each clause. Learners will explore the context of the organisation, leadership requirements, planning and support processes, operational execution, performance evaluation, and strategies for continual improvement. The course combines theoretical insights with the application of concepts, providing a holistic learning experience that equips individuals with the knowledge to enhance their organisation's quality management system. Learners will develop the skills needed to identify and address quality-related challenges, ensuring they contribute to organisational success. ISO : International Organization for Standardization 9001:2015 Curriculum Module 01: Introduction To ISO 9001:2015 Module 02: Clause 4 - Context Of The Organisation Module 03: Clause 5 - Leadership Module 04: Clause 6 - Planning Module 05: Clause 7 - Support Module 06: Clause 8 - Operation Module 07: Clause 9 - Performance Evaluation Module 08: Clause 10 - Improvement (See full curriculum) Who is this course for? Individuals seeking to improve their knowledge of quality management systems. Professionals aiming to implement or oversee ISO 9001:2015 standards in their organisations. Beginners with an interest in ISO certifications and quality assurance processes. Organisations striving for quality management improvements. Career Path: Quality Manager ISO Auditor Quality Assurance Specialist Compliance Officer Operations Manager Quality Control Coordinator ISO Consultant

Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Welcome to the course Introduction 00:02:00 Setting up R Studio and R crash course Installing R and R studio 00:05:00 Basics of R and R studio 00:10:00 Packages in R 00:10:00 Inputting data part 1: Inbuilt datasets of R 00:04:00 Inputting data part 2: Manual data entry 00:03:00 Inputting data part 3: Importing from CSV or Text files 00:06:00 Creating Barplots in R 00:13:00 Creating Histograms in R 00:06:00 Basics of Statistics Types of Data 00:04:00 Types of Statistics 00:02:00 Describing the data graphically 00:11:00 Measures of Centers 00:07:00 Measures of Dispersion 00:04:00 Introduction to Machine Learning Introduction to Machine Learning 00:16:00 Building a Machine Learning Model 00:08:00 Data Preprocessing for Regression Analysis Gathering Business Knowledge 00:03:00 Data Exploration 00:03:00 The Data and the Data Dictionary 00:07:00 Importing the dataset into R 00:03:00 Univariate Analysis and EDD 00:03:00 EDD in R 00:12:00 Outlier Treatment 00:04:00 Outlier Treatment in R 00:04:00 Missing Value imputation 00:03:00 Missing Value imputation in R 00:03:00 Seasonality in Data 00:03:00 Bi-variate Analysis and Variable Transformation 00:16:00 Variable transformation in R 00:09:00 Non Usable Variables 00:04:00 Dummy variable creation: Handling qualitative data 00:04:00 Dummy variable creation in R 00:05:00 Correlation Matrix and cause-effect relationship 00:10:00 Correlation Matrix in R 00:08:00 Linear Regression Model The problem statement 00:01:00 Basic equations and Ordinary Least Squared (OLS) method 00:08:00 Assessing Accuracy of predicted coefficients 00:14:00 Assessing Model Accuracy - RSE and R squared 00:07:00 Simple Linear Regression in R 00:07:00 Multiple Linear Regression 00:05:00 The F - statistic 00:08:00 Interpreting result for categorical Variable 00:05:00 Multiple Linear Regression in R 00:07:00 Test-Train split 00:09:00 Bias Variance trade-off 00:06:00 Test-Train Split in R 00:08:00 Regression models other than OLS Linear models other than OLS 00:04:00 Subset Selection techniques 00:11:00 Subset selection in R 00:07:00 Shrinkage methods - Ridge Regression and The Lasso 00:07:00 Ridge regression and Lasso in R 00:12:00 Classification Models: Data Preparation The Data and the Data Dictionary 00:08:00 Importing the dataset into R 00:03:00 EDD in R 00:11:00 Outlier Treatment in R 00:04:00 Missing Value imputation in R 00:03:00 Variable transformation in R 00:06:00 Dummy variable creation in R 00:05:00 The Three classification models Three Classifiers and the problem statement 00:03:00 Why can't we use Linear Regression? 00:04:00 Logistic Regression Logistic Regression 00:08:00 Training a Simple Logistic model in R 00:03:00 Results of Simple Logistic Regression 00:05:00 Logistic with multiple predictors 00:02:00 Training multiple predictor Logistic model in R 00:01:00 Confusion Matrix 00:03:00 Evaluating Model performance 00:07:00 Predicting probabilities, assigning classes and making Confusion Matrix in R 00:06:00 Linear Discriminant Analysis Linear Discriminant Analysis 00:09:00 Linear Discriminant Analysis in R 00:09:00 K-Nearest Neighbors Test-Train Split 00:09:00 Test-Train Split in R 00:08:00 K-Nearest Neighbors classifier 00:08:00 K-Nearest Neighbors in R 00:08:00 Comparing results from 3 models Understanding the results of classification models 00:06:00 Summary of the three models 00:04:00 Simple Decision Trees Basics of Decision Trees 00:10:00 Understanding a Regression Tree 00:10:00 The stopping criteria for controlling tree growth 00:03:00 The Data set for this part 00:03:00 Importing the Data set into R 00:06:00 Splitting Data into Test and Train Set in R 00:05:00 Building a Regression Tree in R 00:14:00 Pruning a tree 00:04:00 Pruning a Tree in R 00:09:00 Simple Classification Tree Classification Trees 00:06:00 The Data set for Classification problem 00:01:00 Building a classification Tree in R 00:09:00 Advantages and Disadvantages of Decision Trees 00:01:00 Ensemble technique 1 - Bagging Bagging 00:06:00 Bagging in R 00:06:00 Ensemble technique 2 - Random Forest Random Forest technique 00:04:00 Random Forest in R 00:04:00 Ensemble technique 3 - GBM, AdaBoost and XGBoost Boosting techniques 00:07:00 Gradient Boosting in R 00:07:00 AdaBoosting in R 00:09:00 XGBoosting in R 00:16:00 Maximum Margin Classifier Content flow 00:01:00 The Concept of a Hyperplane 00:05:00 Maximum Margin Classifier 00:03:00 Limitations of Maximum Margin Classifier 00:02:00 Support Vector Classifier Support Vector classifiers 00:10:00 Limitations of Support Vector Classifiers 00:01:00 Support Vector Machines Kernel Based Support Vector Machines 00:06:00 Creating Support Vector Machine Model in R The Data set for the Classification problem 00:01:00 Importing Data into R 00:08:00 Test-Train Split 00:09:00 Classification SVM model using Linear Kernel 00:16:00 Hyperparameter Tuning for Linear Kernel 00:06:00 Polynomial Kernel with Hyperparameter Tuning 00:10:00 Radial Kernel with Hyperparameter Tuning 00:06:00 The Data set for the Regression problem 00:03:00 SVM based Regression Model in R 00:11:00 Assessment Assessment - Machine Learning Masterclass 00:10:00 Certificate of Achievement Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00