3713 Edge courses

Welcome to this short Online Programme on equality and diversity. Its purpose is to explain what equality and diversity mean and how they affect you. We will also look at some of the barriers that can prevent equality from being realised and cover the key legislation surrounding it. Finally, we will take a look at both employers' and employees' responsibilities in relation to the legislation.

Level 7 QLS Endorsed Course | CPD & CiQ Accredited | Advanced Learning Materials | Free PDF Certificate| Lifetime Access

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 Unit 1-Number Lesson 1.1: Number Lesson 1.2: Fractions and Decimals. Lesson 1.3: Percentages. Lesson 1.4: Ratios Lesson 1.5: Formulas Mock Assessment 1 Mock Assessment 1 Unit 2-Measures, Shapes and Space Lesson 2.1: Money. Lesson 2.2: Length, Weight Capacity. Lesson 2.3: Time. Lesson 2.4: Perimeter. Lesson 2.5: Area and Volume. Lesson 2.6: 2D Shapes. Lesson 2.7: Nets Plans and Elevations Lesson 2.8: Angles, Bearings, Maps and Map Scales Mock Assessment 2 Mock Assessment 2 Unit 3-Handling Data and Information Lesson 3.1: Tables Lesson 3.2: Charts and Graphs Lesson 3.3: Grouped Data Lesson 3.4: Mean Range Lesson 3.5: Probability Mock Assessment 3 Mock Assessment 3 Formula Sheet FS Maths Formula Sheet Final Assessment Final Assessment Important Exam Information Important Exam Information – Functional Skills Maths Level 1 Course  

What you will learn from this course? Gain comprehensive knowledge about hopi ear candling Understand the core competencies and principles of hopi ear candling Explore the various areas of hopi ear candling Know how to apply the skills you acquired from this course in a real-life context Become a confident and expert hopi ear candling therapist Course Highlights Course Type: Self-paced online course Duration: 6 hours 24 minutes Tutor Support: Full tutor support is included Customer Support: 24/7 customer support is available Hopi Ear Candling Masterclass Course Master the skills you need to propel your career forward in hopi ear candling . This course will equip you with the essential knowledge and skillset that will make you a confident hopi ear candling therapist and take your career to the next level. This comprehensive Hopi ear candling course is designed to help you surpass your professional goals. The skills and knowledge that you will gain through studying this Hopi ear candling 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 hopi ear candling practice and equip you with the essential skills, confidence and competence to assist you in the hopi ear candling industry. You'll gain a solid understanding of the core competencies required to drive a successful career in hopi ear candling . This course is designed by industry experts, so you'll gain knowledge and skills based on the latest expertise and best practices. This extensive course is designed for hopi ear candling therapist or for people who are aspiring to specialise in hopi ear candling . Enrol in this Hopi ear candling course today and take the next step towards your personal and professional goals. Earn industry-recognised credentials to demonstrate your new skills and add extra value to your CV that will help you outshine other candidates. Who is this Course for? This comprehensive Hopi ear candling course is ideal for anyone wishing to boost their career profile or advance their career in this field by gaining a thorough understanding of the subject. Anyone willing to gain extensive knowledge on this hopi ear candling can also take this course. Whether you are a complete beginner or an aspiring professional, this course will provide you with the necessary skills and professional competence, and open your doors to a wide number of professions within your chosen sector. Entry Requirements This Hopi ear candling course has no academic prerequisites and is open to students from all academic disciplines. You will, however, need a laptop, desktop, tablet, or smartphone, as well as a reliable internet connection. Assessment This Hopi ear candling course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Advance Your Career This Hopi ear candling course will provide you with a fresh opportunity to enter the relevant job market and choose your desired career path. Additionally, you will be able to advance your career, increase your level of competition in your chosen field, and highlight these skills on your resume. Study Plex Subscription Study plex also provides a subscription option that allows you unlimited access to more than 700+ CPD courses for learning. You only need to spend £79 to take advantage of this fantastic offer, and you'll get an unlimited subscription for a full year. Additionally, you can cancel your membership from your account at any time by getting in touch with our friendly and devoted customer care team. Visit our subscriptions page for more details if you're interested. Why you should train with Study Plex? At Study Plex, you will have the chance to build social, technical and personal skills through a combination of extensive subjects tailored according to your interest. Along with receiving comprehensive knowledge and transferable skills, there are even more reasons o be involved with us, which include: Incredible Customer Support: We offer active customer service in the form of live chat, which you can access 24/7 Expert Tutor Support: You'll have access to our devoted and dedicated tutor support with all of our courses whenever you need it. Price Justified by Quality: We ensure that you will have the best experience possible for the price you are paying for the course. Money-back Guarantee: We provide a money-back guarantee if you are not satisfied with the course's quality. There is a 14-day time limit on this option (according to the terms and conditions). Instalment Facility: If your course costs more than £50, you can pay in three instalments using the instalment option. Satisfaction Guarantee: Our courses are designed to meet your demands and expectations by all means. 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 Introduction To Hopi Ear Candling Course Calm Oasis Holistic Therapy Course Providers 00:05:00 Course Overview 00:03:00 Resource Centre For Hopi Ear Candling Students Resource Centre 00:05:00 Checking The Toggles! 00:01:00 Support Around The Platform 00:05:00 Professional Standards For Holistic Therapists 1 00:10:00 2 00:09:00 3 00:10:00 4 00:13:00 5 00:04:00 6 00:13:00 7 00:09:00 8 00:05:00 9 00:04:00 10 00:04:00 11 00:03:00 Reception Reception; Role, Responsibility And Tasks 00:02:00 Reception Continued. 00:02:00 Treatment Times 00:08:00 Pricing Therapy 00:04:00 Course Assessment Course Work For Course Assessment 00:03:00 Case Study 00:10:00 Client Case Study Important Additional Information 00:03:00 Background Information to Therapy A Brief History Of Hopi Ear Candling 00:01:00 A Brief History Of Hopi Ear Candling 00:01:00 What Are Hopi Ear Candles Made Of 00:02:00 The Benefits Of Hopi Candling 00:01:00 Contra-Indications To Hopi Candling 00:04:00 Equipment 00:02:00 Hopi Ear Candling Treatment Creating Your Treatment Space 00:04:00 Consultation Corner 00:08:00 Consultation And Treatment 00:04:00 Dummy Run! 00:12:00 Placing The Ear Candle 00:07:00 Treatment To The Right Ear 00:11:00 Treatment To The Left Ear 00:12:00 Facial Massage And Sinus/Lymph Drainage 00:08:00 Treatment 00:35:00 After Treatment 00:01:00 Anatomy And Physiology Anatomy And Physiology Pt1 00:07:00 The Skin 00:05:00 Anatomy And Physiology pt 2 00:04:00 Anatomy And Physiology pt 3 00:07:00 Anatomy And Physiology pt 4 00:03:00 Anatomy And Physiology pt 5 00:09:00 Professional Practice Introduction To Professional And Ethical Practices 00:01:00 Consultation, Record Keeping etc 00:09:00 Contra-Indications Continued 00:06:00 Contra-Indications Continued 00:10:00 Aftercare 00:09:00 For Employed UK Therapists 00:05:00 Health And Safety 00:03:00 Health, Safety And Security In The Workplace/Spa Personal Hygiene, Dress And Hand Hygiene 00:06:00 Self-Health Care 00:07:00 Self-Treatment with Hopi Ear Candles Self Treatment With Hopi Ear Candles 00:02:00 Hopi Ear Candle Self-Treatment Demonstration 00:11:00 Assessment Assessment - Hopi Ear Candling Masterclass 00:10:00 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

Enter the world of cutting-edge energy technology with the Smart Meter Installer Diploma. In this comprehensive course, you'll delve into the intricacies of smart metering systems, from design to installation. Learn how to install and maintain smart meters while adhering to guidelines and regulations. Explore the cost-effectiveness and benefits of smart meters, and understand the policy landscape surrounding this technology, including the Smart Meters Act in the UK. Learning Outcomes: Grasp the fundamentals of smart meter technology and its significance. Design efficient and effective smart metering systems. Develop the skills to install and calibrate smart meters accurately. Understand the guidelines and regulations governing meter installation. Analyze the cost-benefit ratio of implementing smart meter solutions. Gain insight into policy guidelines shaping smart meter adoption. Comprehend the implications of the Smart Meters Act in the UK. Acquire expertise in troubleshooting and maintenance of smart meters. Why buy this Smart Meter Installer Diploma?  Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Smart Meter Installer Diploma you will be able to take the MCQ test that will assess your knowledge. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Smart Meter Installer Diploma course is ideal for Aspiring smart meter technicians seeking comprehensive training. Electricians or energy professionals interested in expanding their skill set. Individuals looking to enter the growing field of smart energy technology. Professionals in energy management and utility companies seeking specialized knowledge. Prerequisites This Smart Meter Installer Diploma 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. Career path Smart Meter Installer - Average Earnings: £25,000 - £30,000 per year. Smart Energy Technician - Average Earnings: £28,000 - £35,000 per year. Energy Efficiency Advisor - Average Earnings: £24,000 - £30,000 per year. Electrician (Specializing in Smart Meters) - Average Earnings: £28,000 - £35,000 per year. Smart Energy Consultant - Average Earnings: £30,000 - £40,000 per year. Course Curriculum Module 01: Introduction to Smart Meter Introduction to Smart Meter 00:36:00 Module 02: Designing of Smart Metering System Designing of Smart Metering System 00:36:00 Module 03: Install a Smart Meter Install a Smart Meter 01:15:00 Module 04: Meter Installation Guidelines Meter Installation Guidelines 00:34:00 Module 05: Smart Meter Cost and Benefit Analysis Smart Meter Cost and Benefit Analysis 00:48:00 Module 06: Smart Metering Policy Guidelines Smart Metering Policy Guidelines 00:40:00 Module 07: Smart Meters Act in the UK Smart Meters Act in the UK 00:27:00 Assignment Assignment - Smart Meter Installer Diploma 00:00:00

Embark on a transformative journey into education with our comprehensive Diploma in Education and Pedagogy. At the heart of our programme lies an exploration of pedagogy, meaning not just the transmission of knowledge, but the art and science of teaching itself. We delve deep into the pedagogy definition, dissecting its nuances and understanding its profound impact on educational practices. Through our dynamic modules, we unravel the essence of pedagogy, from its roots to its modern applications, including social pedagogy and innovative teaching methodologies. Through this diploma, learners uncover the essence of pedagogy and its pivotal role in shaping educational landscapes. From the foundational understanding in Module 1 to the cutting-edge insights of Module 8, each segment offers a unique perspective on pedagogy in education. Dive into the intricacies of pedagogy in teaching, empowering educators to craft enriching learning experiences for their students. Our course equips participants with a toolkit of effective teaching strategies, blending traditional wisdom with modern advancements in educational technology. Learning Outcomes: Define pedagogy and its significance in educational contexts. Apply various pedagogical approaches to enhance teaching practices. Analyse the impact of social pedagogy on inclusive education. Implement smart pedagogy techniques to engage diverse learners effectively. Utilise educational technology and blended learning methods to create dynamic teaching environments. Why buy this Diploma in Education and Pedagogy? 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. Certification After studying the course materials of the Diploma in Education and Pedagogy there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this Diploma in Education and Pedagogy for? This Diploma in Education and Pedagogy does not require you to have any prior qualifications or experience. You can just enrol and start learning.  Prerequisites This Diploma in Education and Pedagogy 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. Career path Primary School Teacher: £24,373 - £35,971 Per Annum Secondary School Teacher: £25,714 - £41,604 Per Annum Education Consultant: £30,000 - £50,000 Per Annum Curriculum Developer: £25,000 - £40,000 Per Annum Educational Technologist: £25,000 - £45,000 Per Annum Learning and Development Manager: £30,000 - £60,000 Per Annum Course Curriculum Module 1: Introduction to Pedagogy Introduction to Pedagogy 00:29:00 Module 2: Pedagogy in Education Pedagogy in Education 00:20:00 Module 3: Pedagogy in Teaching the Teachers Pedagogy in Teaching the Teachers 00:21:00 Module 4: Smart Pedagogy Smart Pedagogy 00:21:00 Module 5: Teaching Methods Teaching Methods 00:20:00 Module 6: Effective Teaching Strategies Effective Teaching Strategies 00:21:00 Module 7: Assessment and Teaching Assessment and Teaching 00:18:00 Module 8: Educational Technology and Blended Learning Educational Technology and Blended Learning 00:19:00 Assignment Assignment - Diploma in Education and Pedagogy 00:00:00

Overview In the realm of construction and design, the age-old craft of carpentry remains a linchpin. The 'Diploma in Carpentry Course' offers an enlightening journey into the heart of this esteemed profession, beginning with foundational knowledge and progressing through more intricate subjects. Delve into the quintessentials of carpentry, from understanding the importance of different building materials to mastering the precision of floor systems and stair construction. Each module, carefully curated, ensures that learners receive a comprehensive understanding of the carpentry world, honing their craft to a fine edge. Learning Outcomes Gain a foundational understanding of carpentry, its history, and its significance in the modern world. Familiarise oneself with an array of tools, their specific uses, and maintenance procedures. Develop insights into the selection and application of different building materials. Acquire proficiency in constructing varied structures such as walls, roofs, and floors. Understand the principles and techniques behind specialised carpentry tasks like stair and concrete construction. Why buy this Diploma in Carpentry Course? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Who is this Diploma in Carpentry Course for? Aspiring carpenters eager to delve into the craft and set a robust foundation. Individuals in the construction industry seeking to broaden their skillset. DIY enthusiasts keen on learning professional techniques. Architecture and design students looking for a deeper understanding of carpentry's applications. Homeowners wishing to undertake home projects with an informed perspective. Prerequisites This Carpentry & Joinery Mastery: Level 3 Accredited Online Diploma for Woodworking Artistry (CPD Certified) 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. Career path Carpenter: £25,000 - £35,000 per annum Joiner: £24,000 - £34,000 per annum Site Manager (with carpentry background): £40,000 - £55,000 per annum Construction Project Manager: £45,000 - £65,000 per annum Furniture Designer: £22,000 - £32,000 per annum Building Surveyor: £30,000 - £50,000 per annum Certification After studying the course materials of the Carpentry & Joinery Mastery: Level 3 Accredited Online Diploma for Woodworking Artistry (CPD Certified) there will be a written assignment test which you can take either during or 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 Module 1: Introduction to Carpentry Introduction to Carpentry 00:16:00 Module 2: Tool Checklist and Use Tool Checklist and Use 00:24:00 Module 3: Building Materials Building Materials 00:17:00 Module 4: Adhesives and Fasteners Adhesives and Fasteners 00:22:00 Module 5: Floor Systems Floor Systems 00:18:00 Module 6: Wall Framing Wall Framing 00:16:00 Module 7: Roof Framing and Siding Roof Framing and Siding 00:22:00 Module 8: Windows and Exterior Doors Windows and Exterior Doors 00:20:00 Module 9: Stair Construction Stair Construction 00:14:00 Module 10: Concrete Construction Concrete Construction 00:19:00 Assignment Assignment - Diploma in Carpentry Course 00:00:00

In a rapidly globalising economy, over 67% of businesses participate in international banking operations, marking an increase of 20% in the last five years. This emerging market trend shows the importance of understanding global banking operations and cross-border transactions. Our International Banking: Global Operations and Cross-Border Transactions course is tailored to help finance professionals and enthusiasts alike navigate this complex realm with confidence.   Master the skills needed to navigate the dynamic landscape of International Banking and take control of global operations with a sharp focus on cross-border transactions. You'll become an expert at identifying, evaluating, and managing risks associated with international banking. From bank financial management to banking services, our course covers everything you need to excel in this industry.   Enrol in our International Banking course and obtain a complete understanding of the financial world from a global perspective. Whether you aspire to be a future risk manager, financial advisor, or banking professional, this course prepares you for the global stage. Boost your career trajectory and increase your competitive edge in the market with our expert-led modules. Get ready to unlock your potential and make your mark in the global banking sector. Enrol in the course today! Learning Outcomes: Upon completion of the International Banking course, you will be able to:   Understand fundamental concepts and types of banking institutions. Gain knowledge of the services and activities performed by banks. Grasp the mechanics of international banking and cross-border transactions. Learn effective bank financial management techniques. Develop skills for effective bank risk management. Understand global operations in the banking industry. Who is this Course for: This International Banking course is perfect for:   Aspiring banking professionals seeking to enhance their skills. Risk managers aiming to broaden their knowledge of banking risks. Financial advisors interested in global operations. Finance students looking to specialise in international banking. Anyone interested in the intricacies of cross-border banking transactions. Career Path : Our International Banking course will prepare you for a range of careers, including:   Risk Manager: £60,000 - £90,000 International Banking Manager: £70,000 - £120,000 Financial Advisor: £50,000 - £80,000 Financial Analyst in Banking Sector: £45,000 - £70,000 Cross-Border Transaction Specialist: £60,000 - £100,000 Bank Financial Manager: £55,000 - £95,000. Certification After studying the course materials of the International Banking: Global Operations and Cross-Border Transactions course, there will be a written assignment test which you can take either during or at the end of the course. After passing the test, you will have a range of certification options. A CPD Accredited PDF Certificate costs £4.99, while a CPD Accredited Hardcopy Certificate is £8.00. We also offer transcript services. A PDF Transcript costs £4.99, and a Hardcopy Transcript is £9.99. Select according to your needs, and we assure timely delivery of your chosen certificate. Requirements This professionally designed International Banking: Global Operations and Cross-Border Transactions course does not require you to have any prior qualifications or experience. It is open to everyone, and you can access the course from anywhere at any time. Just enrol and start learning! Course Curriculum Module 01: Banking: An Introduction Banking An Introduction 00:15:00 Module 02: Bank Activities and Services Bank Activities and Services 00:14:00 Module 03: Categories and Types of Banking Institutions Categories and Types of Banking Institutions 00:15:00 Module 04: International Banking International Banking 00:16:00 Module 05: Bank Financial Management Bank Financial Management 00:15:00 Module 06: Bank Risk Management Bank Risk Management 00:15:00

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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