10821 Professional Development courses delivered On Demand

In today’s fast-paced business environment, effective material management is a cornerstone for operational efficiency. This CPD Accredited course offers a comprehensive exploration of the core principles and best practices involved in managing materials within any organisation. From procurement and inventory control to forecasting and distribution, you will gain valuable insights that will directly contribute to streamlining operations and reducing costs. Designed for professionals across various industries, this course delves into key aspects that will enhance your ability to manage materials with precision and foresight. By completing this course, you’ll build a solid foundation in material management, learning how to optimise stock levels, improve supplier relationships, and implement strategies that contribute to a smoother supply chain. Whether you’re looking to improve processes within your current role or looking to advance your career, this course offers a flexible and effective approach to mastering material management. With its clear structure and in-depth content, it provides the knowledge you need to navigate the complexities of this vital area with confidence. Course Curriculum: Module 01: Introduction to Material Management Module 02: Purchasing and Supply Chain Management Module 03: Inventory Management, Planning and Control Module 04: Stores Management and Control Module 05: Forecasting Module 06: Material Requirements Planning Module 07: Materials Handling Course Assessment You will immediately be given access to a specifically crafted MCQ test upon completing an online module. For each test, the pass mark will be set to 60%. Accredited Certificate After successfully completing this Material Management - CPD Accredited course, you will qualify for the CPD Quality Standards (CPD QS) certified certificate from Training Express. CPD 10 CPD hours / points Accredited by The CPD Quality Standards (CPD QS) Who is this course for? The Material Management - CPD Accredited training is ideal for highly motivated individuals or teams who want to enhance their skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Learn the essential skills and knowledge you need to excel in your professional life with the help & guidance from our Material Management - CPD Accredited training.

Delve into the intricate world of global diplomacy, strategic alliances, and international affairs with our CPD Accredited International Relations Course. Designed for ambitious individuals with a keen interest in global politics, this course sheds light on the forces that shape foreign policy, conflict resolution, and global cooperation. Whether you're aiming to enhance your understanding of geopolitical trends or wish to explore the motivations behind global decisions, this course offers structured insights that are both accessible and intellectually rewarding. Through an engaging academic lens, you’ll explore major theories, key institutions, and pivotal historical events that continue to influence the modern international landscape. You'll examine how nations interact, negotiate, and sometimes collide, all from the comfort of your chosen space. With every module, you’ll gain a stronger grasp of how today’s political tensions and treaties connect with broader international frameworks. This is not a course full of fluff or filler—just solid, intelligent content that speaks to your curiosity and global perspective. Course Curriculum: Module 01: Understanding International Relations Module 02: Historical Context Module 03: Actors in International Relations Module 04: Theories in International Relations I: Realism and Liberalism Module 05: Theories in International Relations II: The Marxist, The Constructivist and The Feminist Tradition Module 06: International Political Economy Module 07: Recent Issues in International Relations Module 08: War Module 09: International Organisation Course Assessment You will immediately be given access to a specifically crafted MCQ test upon completing an online module. For each test, the pass mark will be set to 60%. Accredited Certificate After successfully completing this International Relations - CPD Accredited course, you will qualify for the CPD Quality Standards (CPD QS) certified certificate from Training Express. CPD 10 CPD hours / points Accredited by The CPD Quality Standards (CPD QS) Who is this course for? The International Relations - CPD Accredited training is ideal for highly motivated individuals or teams who want to enhance their skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Learn the essential skills and knowledge you need to excel in your professional life with the help & guidance from our International Relations - CPD Accredited training.

Good management is the pillar of a company's success. Whether it's a project or a team, without proper management, it'll inevitably fail. Ask any business owner, and they'll tell you just how difficult it is to find trustworthy and skilled management for a business. But if you're a professional, this is good news for you because businesses are willing to pay good money for people who are good at management. This KYC - CPD Accredited course is expertly made to make you highly skilled at KYC - CPD Accredited, thus opening the doors to many opportunities and high-salary jobs for you. We understand that your schedule is busy, and you won't necessarily be able to make extra time for a course all the time; this is why our course is flexible and allows you to study at your own speed. Rather than changing your schedule to do a course, the course itself becomes available to you at all times so that you don't have to worry about deadlines and whatnot. To aid you in your career progression, the course also comes with certification, and to get your very own certificate, you just have to study the course and pass the test at the end; you won't have to pay extra or anything like that for your certificate. The entire course is highly intuitive, and the lessons are detailed and meticulously crafted to make each lesson as easily digestible as possible. For a deeper look at what the course specifically covers, have a look at the Description section below; there's a full curriculum breakdown given there. Furthermore, just to ensure that you are getting what you are paying for and there's no room for disappointment, you get a full 100% money-back guarantee, so there's nothing to worry about. You can enrol in the course with complete confidence. Course Curriculum: Module 01: Introduction to KYC Module 02: Customer Due Diligence Module 03: AML (Anti-Money Laundering) Module 04: KYC, AML, and Data Privacy Regulations for Businesses Operations in the United Kingdom Module 05: Regulations to be Complied by Industries Module 06: Methods for carrying out KYC and AML and the Future of KYC Compliance Course Assessment You will immediately be given access to a specifically crafted MCQ test upon completing an online module. For each test, the pass mark will be set to 60%. Accredited Certificate After successfully completing this KYC - CPD Accredited course, you will qualify for the CPD Certification Service (CPD UK) certified certificate from Training Express. CPD 10 CPD hours / points Accredited by The CPD Quality Standards Who is this course for? The KYC - CPD Accredited training is ideal for highly motivated individuals or teams who want to enhance their skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Learn the essential skills and knowledge you need to excel in your professional life with the help & guidance from our KYC - CPD Accredited training.

Follow your dreams by enrolling on the Physiotherapy Training and Treatment Methods course today and develop the experience, skills and knowledge you need to enhance your professional development. Physiotherapy Training and Treatment Methods will help you arm yourself with the qualities you need to work towards your dream job. Study the Physiotherapy Training and Treatment Methods training course online with Janets through our online learning platform and take the first steps towards a successful long-term career. The Physiotherapy Training and Treatment Methods course will allow you to enhance your CV, impress potential employers, and stand out from the crowd.  This Physiotherapy Training and Treatment Methods course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Study the Physiotherapy Training and Treatment Methods course through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the Physiotherapy Training and Treatment Methods course, to ensure you are supported every step of the way. Get a digital certificate as proof of your Physiotherapy Training and Treatment Methods course completion. Janets is one of the top online training course providers in the UK, and we want to make education accessible to everyone! Learn the essential skills you need to succeed and build a better future for yourself with the Physiotherapy Training and Treatment Methods course. The Physiotherapy Training and Treatment Methods course is designed by industry experts and is tailored to help you learn new skills with ease.  The Physiotherapy Training and Treatment Methods is incredibly great value and allows you to study at your own pace. With full course access for one year, you can complete the Physiotherapy Training and Treatment Methods when it suits you. Access the Physiotherapy Training and Treatment Methods course modules from any internet-enabled device, including computers, tablets, and smartphones. The Physiotherapy Training and Treatment Methods course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the Physiotherapy Training and Treatment Methods now and start learning instantly! Please note that this course does not entitle you to join the HCPC register or recognised as physiotherapist. Through this course you will come across all the basic guidelines of physiotherapy to boost and shine your knowledge in this particular field of Physiotherapy and it will add your CPD points. What You Get Out Of Studying Physiotherapy Training and Treatment Methods With Janets: Receive a digital Certificate upon successful completion of the Physiotherapy Training and Treatment Methods course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Description The Physiotherapy Training and Treatment Methods training course is delivered through Janets' online learning platform. Access the Physiotherapy Training and Treatment Methods content from any internet-enabled device whenever or wherever you want to. The Physiotherapy Training and Treatment Methods course has no formal teaching deadlines, meaning you are free to complete the course at your own pace. Method of Assessment  To successfully complete the Physiotherapy Training and Treatment Methods course, students will have to take an automated multiple-choice exam. This exam will be online and you will need to score 60% or above to pass the Physiotherapy Training and Treatment Methods course. After successfully passing the Physiotherapy Training and Treatment Methods course exam, you will be able to apply for a CPD-accredited certificate as proof of your Physiotherapy Training and Treatment Methods qualification. Certification All students who successfully complete the Physiotherapy Training and Treatment Methods course can instantly download their digital certificate. You can also purchase a hard copy of the Physiotherapy Training and Treatment Methods course certificate, which will be delivered by post for £9.99. Who Is This Course For: The Physiotherapy Training and Treatment Methods is ideal for those who already work in this sector or are an aspiring professional. This Physiotherapy Training and Treatment Methods course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements: The Physiotherapy Training and Treatment Methods is open to all students and has no formal entry requirements. To study the Physiotherapy Training and Treatment Methods course, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16. Career Path: The Physiotherapy Training and Treatment Methods is ideal for anyone who wants to pursue their dream career in a relevant industry. Learn the skills you need to boost your CV and go after the job you want. Complete the Physiotherapy Training and Treatment Methods and gain an industry-recognised qualification that will help you excel in finding your ideal job.

Overview Use the very latest technology to design and optimise products or components through 2D or 3D rendering and boost your career potential. This Level 5 CAD Designer Training course will teach you how to set-up CAD (Computer-Aided Design) methods and take your designing skills to the next level. Engineering work and product design ordinarily make use of technically advanced planning practises, and this CAD training will ensure you are entirely up to date. You will be taught how to choose and utilise appropriate CAD software and work through conceptual designing by integrating detailed models into the planning and manufacturing processes. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is this course for? There is no experience or previous qualifications required for enrolment on this Level 5 CAD Designer Training. It is available to all students, of all academic backgrounds. Requirements Our Level 5 CAD Designer Training is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management , Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum • CAD Module 01: Introduction to CAD Design • CAD Module 02: CAD Designer Career in the United Kingdom • CAD Module 03: Basics for CAD Design - Part 1: • CAD Module 04: Basics for CAD Design - Part 2: • CAD Module 05: 2D Shape in CAD • CAD Module 06: 3D Shape in CAD • CAD Module 07: Geometry and Modelling • CAD Module 08: Assemblies in CAD Design • CAD Module 09: Extrusion and Rotations • CAD Module 10: Blending Operations in CAD • CAD Module 11: Grids and Regular Polygons • CAD Module 12: Parameters in Civil Drawing • CAD Module 13: Introduction to AutoCAD • CAD Module 14: Introduction to T-Flex CAD • CAD Module 15: Introduction to SolidWorks • CAD Module 16: Introduction to FreeCAD • CAD Assignment - Level 5 CAD Designer Training

Master the AutoCAD to perfection by learning from the best Learning AutoCAD has never been easier Do you want to master AutoCAD to exceed in your profession? Now you can do it by joining an interactive AutoCAD course created by an expert designer. Forget about multi-volume AutoCAD manuals and random tutorials found on the web. Learn how to create projects like a master designer. Learn from the best, receive step-by-step guidance, exercise in practice and design your own project to solidify your new skills. You will learn how to create professional designs according to the latest standards and how to work with AutoCAD quickly and flawlessly. Previous experience with AutoCAD is not obligatory. This AutoCAD course is perfect for people with a little experience as well as for complete newbies. The course consists of interactive modules, tests, and practical exercises to help you gain proficiency faster than ever before. At the end, you’ll receive a certificate of completion that’ll serve as proof of your newly acquired abilities. Are you ready to join the ranks of professional designers? Get the course today and start learning. Join the AutoCAD course today and get the benefits: Learning from a professional instructor24/7 access from any devicePractical exercisesTests, quizzes and recapsCertificate of completionExtra materials and downloadable bonuses100% satisfaction guarantee Your Singing Instructor: Daniel Stern AutoCAD expert Daniel Stern is a designer and trainer with over 15 years of experience. He’s been creating commercial AutoCAD projects since 2002 and you can feel his passion for design from the very start of the course. With over 2800 hours of training experience, he is also a great couch who can explain even the most challenging concepts clearly and easily.  No matter if you are in architecture, installations or mechanics, he will guide you step-by-step through the most important features of AutoCAD. Thanks to his guidance, you will be able to create designs in an efficient and organized manner. Detailed Video Presentations: Knowledge of design and CAD CAD software basics, applications and capabilities AutoCAD versions and modules File and print formats CAD software alternatives AutoCad interface Workspace Controls Menus Toolbars Coordinates Command line Training Videos Foundations of AutoCAD operation Views and layers Drawing shapes and objects Tools and features Editing and manipulating objects Printing and exporting Twelve Practical Exercises in: Navigating interface Using views and coordinates Creating and editing objects Precise drawing Advanced tools Finishing the project Tests and Repetitions: Tests and repetitions of acquired knowledge CAD knowledge test Navigation Drafting and modification of elements, tools and properties of elements in AutoCAD, layers, text, blocks and print Final Examination Comprehensive repetition of the material Final exam Summary of the completed project Bonus Reference Materials: Additional materials for use in daily work Compendium of AutoCAD shortcuts and tools AutoCAD best practices Essential AutoCAD commands AutoCAD productivity boost manual Experience Beginner-IntermediateLanguage English, German, French, Polish, Portuguese A letter from your expert instructor: I’m pleased to invite you to this one-of-a kind course. Step by step you will learn everything about the program. In a few days you will use advanced tools and techniques that even professionals have trouble with. Choosing the right scale, setting units, drawing complex elements and their transformation, hatching, dimensioning, counting areas, working with objects and blocks – these are only a few of the topics that will be discussed during this training.After completing this AutoCAD course, you will be able to work on an equal level with professionals and jump-start your career in design.You will receive an exceptionally comprehensive package of knowledge and skills with access, practical exercises, concrete examples, repetitions, tests, support materials and, on top of everything, a valuable certificate.Believe in yourself and make the most of your opportunities. See you at the course!Daniel Stern,Designer and AutoCAD expert

Dive into the clear essentials of pool upkeep with this CPD-accredited online course, crafted for those who want sparkling results without murky confusion. Whether you're responsible for private pools or manage larger commercial sites, this course delivers straight-talking guidance that filters out the fluff. From water chemistry to seasonal care, you'll explore the fundamentals of keeping a pool safe, clean, and compliant with modern standards — all from the comfort of your screen. Ideal for facility managers, hospitality staff, or anyone tasked with pool upkeep, the course offers sharp insight into common problems and smart preventative measures. It’s designed to help you make informed decisions, minimise costly errors, and manage routine tasks with confidence. No rubber boots required — just a good connection and a willingness to keep your water crystal clear. Course Curriculum: Module 01: Maintenance Equipment Module 02: Cleaning and Maintenance Module 03: Chemical Balance of Water Module 04: Water Quality Maintenance Module 05: Pool Safety Course Assessment You will immediately be given access to a specifically crafted MCQ test upon completing an online module. For each test, the pass mark will be set to 60%. Accredited Certificate After successfully completing this Performance Management - CPD Accredited course, you will qualify for the CPD Quality Standards (CPD QS) certificate from Training Express. CPD 10 CPD hours / points Accredited by The CPD Quality Standards Who is this course for? The Performance Management - CPD Accredited training is ideal for highly motivated individuals or teams who want to enhance their skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Learn the essential skills and knowledge you need to excel in your professional life with the help & guidance from our Performance Management - CPD Accredited training.

Master the skills you need to propel your career forward in British sign language. Equip yourself with the essential knowledge and skillset that make you a confident British sign language interpreter or trainer and take your career to the next level. This comprehensive course is designed to help you reach your professional goals. The skills and knowledge that you will gain through studying this British sign language (BSL) level 1 course will help you get one step closer to your professional aspirations and develop your skills for a rewarding career. This comprehensive course will teach you the theory of effective British sign language practice and equip you with the essential skills, confidence and competence to assist you in the British sign language industry. You'll gain a solid understanding of the core competencies required to drive a successful career in British sign language. Learn from expert tutors with industry experience, teaching you the latest expertise and best practice. This extensive course is designed for British sign language professionals who are aspiring to specialise in British sign language. Earn industry-recognised credentials to demonstrate your new skills and add extra value to your CV. Enrol today and take the next step towards your personal and professional goals. **This course is distributed under the Lead Academy licence.** 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. Course Curriculum British Sign Language Level 1 What Is British Sign Language 00:01:00 Introduction to BSL and Fingerspelling Fingerspelling A-Z 00:02:00 A-Z Fingerspelling Without Subtitles 00:01:00 Fingerspelling A-Z 00:01:00 Fingerspelling Right Or Left Handed 00:01:00 A To Z Cards 00:01:00 A To Z Of 1st Names In Three Parts 00:07:00 ANSWERS 1st Name A To Z Fingerspelling 00:01:00 Fingerspelling Fill In The Blanks 00:02:00 ANSWERS Fingerspelling - Fill In The Blanks 00:01:00 What Is My Name And Live Where (UK) 00:03:00 ANSWERS Who Am I And Live Where In UK 00:01:00 Exchanging Personal Information Meeting People With Subtitles 00:02:00 Meeting People And Introduction Without Subtitles 00:02:00 Questions Sign With Without Subtitles 00:01:00 Family Sentences Homework 00:03:00 Meeting People 00:01:00 Families Families 00:01:00 FAMILIES SIGNS PART 1 With Subtitles 00:01:00 FAMILIES SIGNS Part 2 With Subtitles 00:01:00 FAMILIES SIGNS PART 1 Without Subtitles 00:01:00 FAMILIES SIGNS Part 2 Without Subtitles 00:01:00 Who Is My Family 00:04:00 ANSWER Who Is My Family ANSWERS 00:01:00 Numbers (Time, Calendar and Money) Numbers Signs (0-100) 00:05:00 Numbers 00:01:00 Numbers 00:01:00 ANSWERS Numbers 00:01:00 Bingo Number 4 Game 00:04:00 ANSWERS BINGO Number 4 Games 00:01:00 Phone Numbers 00:01:00 Numbers Time And Calender Signs With Subtitles 00:01:00 Time And Calendar Without Subtitles 00:01:00 Calendars 00:01:00 Calendar Birthday Ages And Names 00:01:00 What Is The Time With Subtitles 00:01:00 What Is The Time Without Subtitles 00:01:00 ANSWERS What Is The Time 00:01:00 Calendar Signs With Subtitles 00:04:00 Calendar Without Subtitles 00:04:00 Birthday When 00:02:00 ANSWERS Birthday When 00:01:00 Colours COLOURS Signs With Subtitles 00:01:00 COLOURS Without Subtitles 00:01:00 END OF COURSE EXAM 00:04:00 Colours 00:01:00 Colours Games 00:03:00 Draw A Colour Elephant 00:01:00 Draw A Colour Elephant 00:01:00 Transports Transports 00:01:00 Transports Sign With Subtitles 00:01:00 Transports Signs Without Subtitles 00:01:00 Transport And Time Signs With Subtitles 00:01:00 Transport And Time Signs Without Subtitles 00:01:00 Transports And Fingerspellling - Fill In The Gaps 00:02:00 ANSWER Transports And Fingerspellling Fill In The Gap 00:02:00 Weather Weather Signs With Subtitles 00:01:00 WEATHER Without Subtitles 00:01:00 Weather 00:01:00 Weather And Questions 00:01:00 What Is The Weather And Time 00:01:00 ANSWER What Is The Weather And Times ANSWERS 00:01:00 Directions Directions Signs With Subtitles 00:01:00 DIRECTIONS SIGNS Without Subtitles 00:01:00 Directions 00:01:00 Questions For Directions With Subtitles 00:01:00 QUESTIONS FOR DIRECTIONS Without Subtitles 00:01:00 How Do I Get There Directions 00:01:00 ANSWER How Do I Get There Directions 00:01:00 Non-Manual Features (NMF) In BSL 00:01:00 Non Manual Features (NMF) With Subtitles 00:05:00 Emotional Signs With Subtitles 00:02:00 Emotional Signs Without Subtitles 00:02:00 Emotional Stories 00:05:00 ANSWER Non Manual Features Emotional Stories 00:01:00 Affirmative & Negative With Subtitles 00:00:00 Affirmative & Negative Without Subtitles 00:01:00 Affirmative And Negative 00:01:00 Activities/Hobbies and Sports Activities Interests And Sports 00:01:00 Information About Different Clubs 00:01:00 Interests Hobbies With Subtitles 00:02:00 Interests And Hobbies Without Subtitles 00:01:00 SPORT SIGN With Subtitles 00:02:00 Sports Without Subtitles 00:02:00 Hobbies Interests Questions With Subtitles 00:01:00 Hobbies Interests Questions without Subtitles 00:01:00 Sports Club 00:05:00 ANSWERS Sports Clubs 00:01:00 Don't Like Or Like In Sports_Hobbies_Interests 00:02:00 ANSWER Don't Like Or Like In SPORTS HOBBIES INTERESTS 00:03:00 Description of a Person and Clothes Description Of A Person With Subtitles 00:03:00 Description Of A Person Without Subtitles 00:03:00 DESCRIBING A PERSON 00:01:00 Describing Clothes With Subtitles 00:01:00 Describing Clothes Without Subtitles 00:01:00 Wearing Clothes 00:01:00 Describing A Person And What They Are Wearing 00:02:00 ANSWER Describing A Person And What They Are Wearing 00:01:00 Animals A-Z of Animals With Subtitles 00:01:00 A-Z Animals Without Subtitles 00:01:00 Animal A To Z 00:01:00 Questions About Pets With Subtitles 00:01:00 Questions About Pets Without Subtitles 00:01:00 About Pets 00:02:00 ANSWER Abouts Pets 00:01:00 Numbers (Money) Money Signs Part 1 With Subtitles 00:01:00 Money Part 1 Without Subtitles 00:01:00 Money Signs Part 2 With Subtitles 00:01:00 Money Signs Part 2 Without Subtitles 00:01:00 How Much Is It 00:01:00 STUDY ANSWER How Much Is It 00:01:00 Foods and Drinks Foods & Drinks With Subtitles 00:09:00 Foods & Drinks Without Subtitles 00:09:00 Food And Drinks 00:01:00 Hurley's Food And Drink Menu With Images 00:09:00 Hurley's Food And Drink Menu Without Images 00:09:00 Top Eat Menu 00:01:00 At The Restaurant 00:09:00 STUDY HANDOUT ANSWERS At The Restaurant 00:01:00 Exam LEVEL 1 EXAM 00:03:00 BSL LEVEL 1 EXAM ANSWERS 00:01:00 Obtain Your Certificate Order Your Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

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

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