3610 Model courses in Cardiff delivered On Demand

Quality Guarantee: Promising training excellence, satisfaction gurantee Accredited by CPD UK & Quality License Scheme Tutor Support Unlimited support via email, till you complete the course Recognised Certification: Accepted by thousands of professional bodies Start Anytime With 1 year access to the course materials Online Learning Learn from anywhere, whenever you want This Drug and Alcohol Worker course is a specialised course focusing on the knowledge and skills to address drug and alcohol addiction issues, provide guidance to seek recovery and help individuals to battle against substance abuse. This course at a glance Eligible to apply for the insurance Accredited by International Practitioners of Holistic Medicine (IPHM) Accredited by CPD UK Endorsed by Quality Licence Scheme Understand the theories of addiction such as the moral model, psychological model, medical model, and social-cultural model Learn how to undertake addiction treatments such as pharmacotherapy, the Minnesota model, and harm reduction model Learn how to apply the addiction treatment in practice Understand what are drug policies, legalisation, and decriminalisation Get to know about community change, outreach, harm reduction or abstinence Learn how to counsel children of alcoholic families Understand what is co-dependency, parenting styles, and family factors Learn what is relapse for families, 'letting-go attitudes', 'dependent attitudes', and dependent behaviours Understand the qualities and attitudes of drug and alcohol worker Why Drug and Alcohol Worker Course right for you? The drug and alcohol online course will help anyone recover from alcohol and substance abuse or seek to learn ways and methods to provide support and counselling to individuals, couples, or family groups with alcohol and drug addiction. You will learn various theories of addiction, treatments, drug policies, alcohol and drug education, and much more. This course will teach you how to work with children or adults if they have faced any personal trauma or have been under the influence of drugs or alcohol. By the end of the course, you will gain interpersonal and psychological skills to work with alcohol or drug-addicted individuals. This Drug and Alcohol Worker 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. This course and/or training programme has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course and/or training programme is not regulated by Ofqual and is not an accredited qualification. Your training provider will be able to advise you on any further recognition, for example progression routes into further and/or higher education. For further information please visit the Learner FAQs on the Quality Licence Scheme website. Drug and Alcohol Worker Course Details Accredited by International Practitioners of Holistic Medicine (IPHM) is a leading accredited organisation that certifies and regulates alternative therapists, healers, and training providers around the world. After completing the IPHM accredited course you will be eligible to apply for the insurance.   CPD certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Many organisations look for employees with CPD requirements, which means, that by doing this course, you would be a potential candidate in your respective field.   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. Course Curriculum Theories of Addiction Promo Video The Moral Model The Psychological Model The Medical/Disease Model The Socio-Cultural Model Addiction Treatments Pharmacotherapy The Minnesota Model Counselling And Therapy Harm Reduction Model Addiction in Society Drug Policies, Legislation And Decriminalisation Community Change, Outreach, Harm Reduction Or Abstinence Alcohol And Drug Education Co-Dependency, Children Of Alcoholic Families, Parenting Styles And Family Factors Relapse For Families, 'Letting Go', Dependent Attitudes And Dependent Behaviours Al-Anon The Intervention Approach Working with Addiction Why Be A Helper Helper Qualities And Attitudes The Art Of Accepting Counselling/Helping Skills Who should take this course? This online course is suitable for those who want to understand how to work with individuals who have alcohol and drug addiction or want to take their career to the next level in the drug and alcohol counselling industry. Entry Requirements There are no academic entry requirements for this course, and it is open to students of all academic backgrounds. However, you are required to have a laptop/desktop/tablet or smartphone and a good internet connection. Assessment Method This Drug and Alcohol Worker 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 can grasp from each section. In the assessment pass mark is 60%. Certification Endorsed Certificate from Quality Licence Scheme After successfully passing the MCQ exam you will be eligible to order the Endorsed Certificate by Quality Licence Scheme. 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. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees. There is a Quality Licence Scheme endorsement fee to obtain an endorsed certificate which is £65. Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35. FAQs Is CPD a recognised qualification in the UK? CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD-certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Are QLS courses recognised? Although QLS courses are not subject to Ofqual regulation, they must adhere to an extremely high level that is set and regulated independently across the globe. A course that has been approved by the Quality Licence Scheme simply indicates that it has been examined and evaluated in terms of quality and fulfils the predetermined quality standards. When will I receive my certificate? For CPD accredited PDF certificate it will take 24 hours, however for the hardcopy CPD certificate takes 5-7 business days and for the Quality License Scheme certificate it will take 7-9 business days. Can I pay by invoice? Yes, you can pay via Invoice or Purchase Order, please contact us at info@lead-academy.org for invoice payment. Can I pay via instalment? Yes, you can pay via instalments at checkout. How to take online classes from home? Our platform provides easy and comfortable access for all learners; all you need is a stable internet connection and a device such as a laptop, desktop PC, tablet, or mobile phone. The learning site is accessible 24/7, allowing you to take the course at your own pace while relaxing in the privacy of your home or workplace. Does age matter in online learning? No, there is no age limit for online learning. Online learning is accessible to people of all ages and requires no age-specific criteria to pursue a course of interest. As opposed to degrees pursued at university, online courses are designed to break the barriers of age limitation that aim to limit the learner's ability to learn new things, diversify their skills, and expand their horizons. When I will get the login details for my course? After successfully purchasing the course, you will receive an email within 24 hours with the login details of your course. Kindly check your inbox, junk or spam folder, or you can contact our client success team via info@lead-academy.org

This course covers key topics such as Strategy, Finance, Marketing, Leadership and more. Those who are looking to enhance their managerial skills, our Mini MBA course offers insights and tools to make strategic decisions, lead teams effectively, and drive organisational success. This Course At A Glance Understand the business vision and the mission statement Master the strategy hierarchy within a firm Learn how to design a business strategy for a startup or CEO Master the life cycle models Understand the external strategic environment of the firm - PEST and PESTLE analysis Know industry analysis, generic strategies, and competitive advantage Master strategic prioritisation - Boston Consulting Group Growth-Share matrix Learn how to connect MBA strategy and finance with financial modelling Know how to create a comparative competitive analysis on a page Mini MBA Course Overview This comprehensive course is perfect for those interested in understanding business strategy, business vision, the mission statement, and the strategy hierarchy within a firm. This online course will teach you business strategy design, business model canvas template, and Lafley and Martin's five-step strategy model. You will have a thorough understanding of Hambrick and Fredrickson's diamond strategy, life cycle, and external strategic environment of the firm - PEST and PEST analysis. By the end of the course, you will gain extensive knowledge around MBA level business strategy, the strategic planning process, and steps to create a comparative competitive analysis on a page. Who should take this course? This comprehensive mini MBA course is suitable for those who want to learn how to create a business strategy over time, understand PEST and PESTEL analysis, SWOT, TOES, and SOAR. Entry Requirements There are no academic entry requirements for this mini MBA course, and it is open to students of all academic backgrounds. However, you are required to have a laptop/desktop/tablet or smartphone and a good internet connection. Assessment Method This mini MBA course for diet 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%. Course Curriculum Welcome to This Mini MBA Business Strategy Consulting Course Welcome to This Mini MBA Business Strategy Consulting Course Mini MBA Business Strategy - Executive Summary - What you will learn What is MBA Level Business Strategy? What is Business Strategy Business Vision and the Mission Statement The Strategy Hierarchy within a Firm Mini MBA: Designing Your Business Strategy - Startup or CEO Introduction to Business Strategy Design Business Model Design with The Business Model Canvas Business Model Canvas Template Lafley and Martin's Five-Step Strategy Model Hambrick and Fredrickson's Strategy Diamond Mini MBA: Business Strategy Over Time: Life Cycle Models Understanding Life Cycles The Industry Life Cycle The Business Life Cycle The Product Life Cycle The Corporate Funding Life Cycle Mini MBA: External Strategic Environment of the Firm; PEST and PESTEL Analysis Section Introduction: External Analysis Using Broad Factors PEST Analysis PESTEL Analysis PESTEL Analysis Template CASE STUDY EXERCISE: PESTEL Analysis of Starbucks CASE STUDY SOLUTION: PESTEL Analysis of Starbucks CASE STUDY EXERCISE: PESTEL Analysis Of The Global Aviation Industry CASE STUDY SOLUTION: PESTEL Analysis Of The Global Aviation Industry Strategic Options Arising Internal and External Analysis: SWOT, TOWS and SOAR SWOT Analysis Conducting a SWOT Analysis SWOT Analysis Template TOWS Matrix Analysis SOAR SOAR Analysis Template CASE STUDY EXERCISE: SWOT Analysis - Amazon CASE STUDY SOLUTION: SWOT ANALYSIS - Amazon Michael Porter - Industry Analysis, Generic Strategies and Competitive Advantage Michael Porter and Business Strategy Analysis Industry Analysis and Introducing Michael Porter Competitive Forces Model - Porter's Five Forces Full List of Porter's Five Forces Factors Michael Porter's Five Forces Template CASE STUDY EXERCISE PORTERS FIVE FORCES Global Aviation Industry CASE STUDY SOLUTION: Porter's Five Forces - Global Airline Industry Generic Strategies and Industry Forces Michael Porter's Value Chain Analysis Value Chain Analysis Template Strategic Prioritisation: Boston Consulting Group (BCG) Growth Share Matrix Boston Consulting Group (BCG) Matrix BCG Matrix and The Life Cycle BCG Matrix Advantages and Disadvantages Adapting The BCG Matrix Boston Consulting Group (BCG) Matrix Template CASE STUDY EXERCISE: BCG Matrix - Facebook CASE STUDY SOLUTION: BCG Matrix - Facebook CASE STUDY EXERCISE: BCG Matrix - Apple CASE STUDY SOLUTION: BCG Matrix - Apple CASE STUDY EXERCISE: BCG Matrix - Unilever CASE STUDY SOLUTION: BCG Matrix - Unilever MBA Strategy: Building Sustainable Competitive Advantage Competitive Advantage - Deriving Strategy from Inside the Firm Core Competency VRIO - Resources to Competitive Advantage CASE STUDY EXERCISE: Core Competency - Apple CASE STUDY SOLUTION: Core Competency - Apple Defining The Unique Selling Proposition ADL Matrix - Understanding Your Competitive Position ADL Matrix Template Strategy MBA: Growth Strategy Options Ansoff Product Market Matrix - How to Grow Your Business Organic vs Inorganic Growth Internal and External Growth Strategies Expanded CASE STUDY EXERCISE: Amazon's Growth Strategy CASE STUDY SOLUTION - Amazon's Growth Strategy Strategic Responses to Mature and Declining Markets Blue Ocean Strategy Blue Ocean Case Study - Apple Comparing Red Ocean and Blue Ocean Strategies How to Survive in an Over Fished Ocean How to Create a Comparative Competitive Analysis on a Page How to Create a Comparative Competitive Analysis on a Page Connecting MBA Strategy and Finance With Financial Modelling Making The Connection Between Strategy and Finance What is an Integrated Financial Model. Key Drivers of an Integrated Financial Model Model Structure Detailed Model Schedules Chart of Accounts Financial Statement Inputs and Outputs 10 Steps to Building an Integrated Financial Model Strategy MBA Implementation: Understanding the Strategic Planning Process Summary of The Strategic Analysis Process Understanding The Strategic Planning Process Four Step Strategic Management Process Strategy Formulation in Six Steps Mintzberg's Five Configurations Summary and Wrap Up - Congratulations on Completing This Strategy MBA Course! Course Summary and Wrap Up Supplementary Resources Supplementary Resources - Mini MBA Assessment Assessment - Mini MBA Recognised Accreditation CPD Certification Service 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. CPD certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Many organisations look for employees with CPD requirements, which means, that by doing this course, you would be a potential candidate in your respective field. Quality Licence Scheme Endorsed 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. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees.     Certificate of Achievement Endorsed Certificate from Quality Licence Scheme After successfully passing the MCQ exam you will be eligible to order the Endorsed Certificate by Quality Licence Scheme. 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. It will give you a competitive advantage in your career, making you stand out from all other applicants and employees. There is a Quality Licence Scheme endorsement fee to obtain an endorsed certificate which is £65. Certificate of Achievement from Lead Academy After successfully passing the MCQ exam you will be eligible to order your certificate of achievement as proof of your new skill. The certificate of achievement is an official credential that confirms that you successfully finished a course with Lead Academy. Certificate can be obtained in PDF version at a cost of £12, and there is an additional fee to obtain a printed copy certificate which is £35.  

Managing Successful Programmes (MSP®) 5th Edition Foundation: On-Demand MSP certification provides guidance for programme managers, business change managers and the next step for project managers to develop their knowledge and skills to be able to positively respond to the challenges for managing programmes and larger, more strategic or multiple projects. What you will Learn At the end of this course, participants will be able to: Understand key concepts relating to programmes and MSP Understand how the MSP principles underpin the MSP framework Understand the MSP themes and how they are applied throughout the programme Understand the MSP processes and how they are carried out throughout the programme Key Concepts of MSP Programmes Three Lenses of MSP Principles Themes and Governance Organization Organization Theme Organization Structure Individual Roles Stakeholder Management Design Design Theme Benefits Risk Identification and Prioritization Target Operating Model Documents and Key Roles Justification Justification Theme Business Case Financial Planning Documents and Key Roles Structure Structure Theme Delivery Planning Dependencies Benefits Realization Plan Resourcing Documents and Key Roles Knowledge Knowledge Theme Knowledge Management Information Management Document and Key Roles Assurance Assurance Theme Assurance at Multiple Levels Assurance Planning Document and Key Roles Decisions Decisions Theme Issue Resolution Risk Response Data Gathering and Reporting Options and Analysis Document and Key Roles MSP Processes Identify the Programme Design the Outcomes Plan Progressive Delivery Deliver the Capabilities Embed the Outcomes Evaluate New Information Close the Programme About the MSP 5th Edition Foundation Exam 60 multiple-choice questions 1-hour Closed-book Candidates require a minimum of 36 correct answers (60%) to pass

Welcome to the Blender to Unreal Engine 3D Props Medieval Market Stall course. In this course, we will be creating a medieval market stall game asset incorporating cloth simulation. One of the best parts of the course is finding out a clever way of distributing numerous vegetables in a crate using an emitter.

This bundle will transform your approach to the inclusion of autistic children with all of our most effective course modules

Begin a journey with 'Learn to Create A Selling Strategy that Drives Sales,' a course tailored for those ready to revolutionize their sales approach. Envision yourself crafting strategies that not only reach but deeply engage your target market. Initiate your learning experience with a comprehensive introduction to the intricacies of selling strategies, where you'll gain insights into the mechanics and psychology behind effective sales techniques. This isn't just a lesson in sales; it's a blueprint for success in a highly competitive market. Progressing through the curriculum, you'll be guided in determining the most effective selling models for your product or service. Understanding these models is crucial for tailoring your approach to diverse customer needs and market dynamics. The course then takes you through the development of a robust selling strategy framework, providing the tools and knowledge to construct, implement, and refine strategies that consistently drive sales growth. By the end of this course, you will have transformed from a learner to a master strategist, equipped with the skills to significantly impact your sales results. Learning Outcomes Comprehend the fundamentals and importance of selling strategies. Identify and implement effective selling models. Develop a comprehensive selling strategy framework. Tailor strategies to diverse market and customer needs. Apply advanced techniques to consistently enhance sales performance. Why choose this Learn to Create A Selling Strategy that Drives Sales course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Learn to Create A Selling Strategy that Drives Sales course for? Sales professionals seeking to boost their performance. Entrepreneurs looking to increase their product or service sales. Marketing personnel aiming to integrate sales strategies in campaigns. Business owners seeking growth through improved sales tactics. Individuals aspiring to develop a career in sales and marketing. Career path Sales Manager - £28,000 to £55,000 Business Development Executive - £24,000 to £40,000 Marketing Strategist - £27,000 to £45,000 Entrepreneur/Self-Employed - Variable Account Executive - £26,000 to £42,000 Sales Consultant - £25,000 to £39,000 Prerequisites This Learn to Create A Selling Strategy that Drives Sales does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Learn to Create A Selling Strategy that Drives Sales was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Introduction Importance of a Selling Strategies 00:01:00 Selling Strategies Explained Direct and Indirect Models 00:02:00 Selling Models of Well Known Companies 00:02:00 Why Selling Strategy Matters 00:03:00 Choosing Your Sales Model 00:02:00 Do a Feasibility Check` 00:03:00 What Investors care about 00:01:00 Keys to Success 00:03:00 Additional Selling Strategies 00:05:00 Determine Your Selling Model(s) Determine Your Selling Model - Overview 00:04:00 Selling Model #1 - Online 00:05:00 Selling Model #2 - Retail 00:04:00 Selling Model #3 - Inside/Outside Sales 00:06:00 Selling Model #4 - Distributors 00:03:00 Selling Model #6 - Partners or System Integrator 00:05:00 Selling Model #7 - Independent Rep / Manufacturer Rep 00:05:00 Selling Model #8 - OEM / White Label 00:05:00 The Selling Strategy Framework Creating a Selling Strategy Framework 00:08:00 Step 1 - Determine Your Selling Model 00:04:00 Step 2 - Analyzing Your Competition 00:06:00 Step 3 - Examine the Costs 00:06:00 Step 4 - Internal Consistency 00:02:00 Step 5 - Creating Your Selling Strategy 00:08:00 Workshop Workshop: Create Your Selling Strategy 00:04:00 Additional Materials Resource - Learn to Create A Selling Strategy that Drives Sales 00:00:00

Take your first step toward Natural Language Processing with this beginner-to-pro course. Gain an in-depth understanding of deep learning models for NLP with the help of examples. Learn the essential concepts from the absolute beginning with complete unraveling along with examples in Python.

The primary aim of this course is to equip participants with a comprehensive understanding of the customer decision-making process and how marketing communications can be used to influence consumer behavior. By the end of the course, participants will be able to understand the different types of consumer decision-making, identify the factors that influence consumer behavior, and develop effective marketing communications strategies. After the successful completion of the course, you will be able to learn about the following, Customer Decision-Making. A General Buying Decision-Making Process. Types Of Consumer Decision-Making. Perceived Risk. Involvement Theory. Hedonic Consumption. Organisational Buying Decision Processes. Strategy And Marketing Communications. The Role Of Marketing Communications. Elaboration Likelihood Model. Towards A Model Of Marketing Communications. This course is designed to provide participants with an in-depth understanding of the customer decision-making process and the role of marketing communications in influencing consumer behavior. The course will cover the general buying decision-making process, types of consumer decision-making, perceived risk, involvement theory, and hedonic consumption. Participants will also learn about organizational buying decision processes and the role of marketing communications, including the elaboration likelihood model and developing an effective marketing communications strategy. This course is designed to provide participants with an in-depth understanding of the customer decision-making process and the role of marketing communications in influencing consumer behavior. The course will cover the general buying decision-making process, types of consumer decision-making, perceived risk, involvement theory, and hedonic consumption. Participants will also learn about organizational buying decision processes and the role of marketing communications, including the elaboration likelihood model and developing an effective marketing communications strategy. VIDEO - Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. Consumer Decision Making & Marketing Communication Self-paced pre-recorded learning content on this topic. Consumer Decision Making and Marketing Communication Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course. The certificate is designed to enhance the learner's knowledge in the field. This certificate is for everyone eager to know more and get updated on current ideas in their respective field. We recommend this certificate for the following audience. Marketing Professionals & Product Managers Sales Professionals Business Owners Advertising Professionals Brand Managers & Market Researchers Digital Marketers & Communication Specialists Average Completion Time 2 Weeks Accreditation 3 CPD Hours Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.

This video course is designed to teach you about the latest WidgetKit developments in iOS 16, and how to use them with SwiftUI. You will learn about new features such as live activities and Dynamic Island, and explore how to create dynamic widgets for your iOS applications using SwiftUI. It's a great way to enhance your skills and create high-quality widgets.

Register on the Machine Learning Basics today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get a digital certificate as a proof of your course completion. The Machine Learning Basics is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With The Machine Learning Basics Receive an e-certificate upon successful completion of the 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) Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Upon successful completion of the final assessment, you will be eligible to apply for the Quality Licence Scheme Endorsed Certificate of achievement. This certificate will be delivered to your doorstep through the post for £119. An extra £10 postage charge will be required for students leaving overseas.  CPD Accredited Certificate After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for 9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for 15.99, which will reach your doorsteps by post.  Who Is This Course For The course is ideal for those who already work in this sector or are an aspiring professional. This 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 online training is open to all students and has no formal entry requirements. To study the Machine Learning Basics, 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. Course Content Section 01: Introduction Introduction to Supervised Machine Learning 00:06:00 Section 02: Regression Introduction to Regression 00:13:00 Evaluating Regression Models 00:11:00 Conditions for Using Regression Models in ML versus in Classical Statistics 00:21:00 Statistically Significant Predictors 00:09:00 Regression Models Including Categorical Predictors. Additive Effects 00:20:00 Regression Models Including Categorical Predictors. Interaction Effects 00:18:00 Section 03: Predictors Multicollinearity among Predictors and its Consequences 00:21:00 Prediction for New Observation. Confidence Interval and Prediction Interval 00:06:00 Model Building. What if the Regression Equation Contains 'Wrong' Predictors? 00:13:00 Section 04: Minitab Stepwise Regression and its Use for Finding the Optimal Model in Minitab 00:13:00 Regression with Minitab. Example. Auto-mpg: Part 1 00:17:00 Regression with Minitab. Example. Auto-mpg: Part 2 00:18:00 Section 05: Regression Trees The Basic idea of Regression Trees 00:18:00 Regression Trees with Minitab. Example. Bike Sharing: Part1 00:15:00 Regression Trees with Minitab. Example. Bike Sharing: Part 2 00:10:00 Section 06: Binary Logistics Regression Introduction to Binary Logistics Regression 00:23:00 Evaluating Binary Classification Models. Goodness of Fit Metrics. ROC Curve. AUC 00:20:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 1 00:16:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 2 00:18:00 Section 07: Classification Trees Introduction to Classification Trees 00:12:00 Node Splitting Methods 1. Splitting by Misclassification Rate 00:20:00 Node Splitting Methods 2. Splitting by Gini Impurity or Entropy 00:11:00 Predicted Class for a Node 00:06:00 The Goodness of the Model - 1. Model Misclassification Cost 00:11:00 The Goodness of the Model - 2 ROC. Gain. Lit Binary Classification 00:15:00 The Goodness of the Model - 3. ROC. Gain. Lit. Multinomial Classification 00:08:00 Predefined Prior Probabilities and Input Misclassification Costs 00:11:00 Building the Tree 00:08:00 Classification Trees with Minitab. Example. Maintenance of Machines: Part 1 00:17:00 Classification Trees with Miitab. Example. Maintenance of Machines: Part 2 00:10:00 Section 08: Data Cleaning Data Cleaning: Part 1 00:16:00 Data Cleaning: Part 2 00:17:00 Creating New Features 00:12:00 Section 09: Data Models Polynomial Regression Models for Quantitative Predictor Variables 00:20:00 Interactions Regression Models for Quantitative Predictor Variables 00:15:00 Qualitative and Quantitative Predictors: Interaction Models 00:28:00 Final Models for Duration and Total Charge: Without Validation 00:18:00 Underfitting or Overfitting: The 'Just Right Model' 00:18:00 The 'Just Right' Model for Duration 00:16:00 The 'Just Right' Model for Duration: A More Detailed Error Analysis 00:12:00 The 'Just Right' Model for Total Charge 00:14:00 The 'Just Right' Model for Toral Charge: A More Detailed Error Analysis@@ 00:06:00 Section 10: Learning Success Regression Trees for Duration and TotalCharge 00:18:00 Predicting Learning Success: The Problem Statement 00:07:00 Predicting Learning Success: Binary Logistic Regression Models 00:17:00 Predicting Learning Success: Classification Tree Models 00:09:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.