3715 Model courses in Nottingham delivered On Demand

R isn’t just for statisticians hiding behind graphs — it’s a powerful tool for machine learning, and this course shows you exactly how to put it to work. Designed for curious minds with an interest in data prediction, modelling, and pattern recognition, this course guides you through the essentials of machine learning using R. You’ll explore key techniques like classification, regression, and clustering, all explained in plain English (with just the right amount of code). If you’ve ever wondered how machines “learn” from data — without trying to make them smarter than your laptop needs to be — this course breaks it down with clear logic and no unnecessary flair. Study entirely online, at your own pace, with structured content focused on helping you understand how algorithms behave, why they do what they do, and how to make them behave a little better. Whether you're dipping your toes or deepening your skills, it’s all here, minus the fluff and drama. Learning Outcomes: Understand the basics of machine learning and its implementation using R. Develop the skills to build simple and multiple linear regression models. Learn how to use R to analyse datasets and develop predictive models. Understand the concept of dummy variables and the backward elimination approach. Learn how to make accurate predictions using machine learning algorithms and extract valuable insights from data. If you're looking to expand your knowledge in data analysis and machine learning, then the "Learn Machine Learning with R" course is perfect for you. This comprehensive course comprises two sections, each designed to help you gain an in-depth understanding of machine learning concepts, starting from the very basics. You'll learn about linear regression, the equation for the algorithm, and how to make simple linear regression models. Additionally, you'll dive into multiple linear regression, dummy variable concepts, and predictions over the year. With the help of this course, you'll be able to analyse datasets, develop predictive models, and extract valuable insights from them, using R. ⊱⊱ Learn Machine Learning with R Course Curriculum Section 01: Linear Regression and Logistic Regression Working on Linear Regression Equation Making the Regression of the Algorithm Basic Types of Algorithms predicting the Salary of the Employee Making of Simple Linear Regression Model Plotting Training Set and Work Section 02: Understanding Dataset Multiple Linear Regression Dummy Variable Concept Predictions Over Year Difference Between Reference Elimination Working of the Model Working on Another Dataset Backward Elimination Approach Making of the Model with Full and Null How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Students or professionals looking to develop their data analysis and machine learning skills. Individuals interested in pursuing a career in data science or machine learning. Anyone interested in understanding how to extract insights from data. Programmers looking to learn machine learning implementation using R. Beginners interested in learning the basics of machine learning. Career path Data analyst: £30,000 to £50,000 Machine learning engineer: £45,000 to £85,000 Data scientist: £40,000 to £80,000 Business analyst: £30,000 to £55,000 Research analyst: £25,000 to £45,000 Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step

Gain the skills and credentials to kickstart a successful career and learn from the experts with this step-by-step

Thinking about a career in Business Analysis? The BCS Practitioner Certificate in Business Analysis has been designed to provide valuable learning for those in roles such as business analyst, business architect, business systems analyst, data analyst, enterprise analyst, management consultant, process analyst, product manager, product owner, project manager, and systems analyst.

Master Angular and Dart (AngularDart) and build high-performance, flexible, and dynamic web apps

Overview of NLP Practitioner Course The NLP Practitioner Course helps you understand how the mind works and how you can improve the way you communicate with yourself and with others. NLP, or Neuro-Linguistic Programming, is used in many areas like business, coaching, and therapy. In the UK, the NLP market is growing fast, with more companies and professionals using these methods to improve performance and wellbeing. This course gives you clear and simple tools to support real change in everyday life. You will learn the basics of NLP, including how language and thoughts affect behaviour. As you move through the course, you will also be taught advanced techniques to support personal growth and improve your communication. Whether you want to improve relationships, work performance, or help others grow, the NLP Practitioner Course offers everything you need. By the end, you will receive a recognised certificate showing you have the skills to use NLP professionally. There is a growing need in the UK for skilled NLP practitioners, especially in corporate training and personal development. Many organisations are looking for people who can apply proven methods to support change and wellbeing. This NLP Practitioner Course helps you build those skills, giving you a practical way to use NLP in both personal and professional settings.   This NLP Practitioner Course will help you to learn: Use NLP communication tools in different real-life situations Include NLP ways of thinking in everyday choices Create simple and effective ways to make personal changes Use advanced NLP tools for special needs or areas Show that you understand NLP coaching methods Use NLP ideas in many types of jobs and workplaces   Who is this Course for? Coaches, therapists, or counsellors who want to improve how they help others using NLP tools Business people who want to be better at speaking, leading, and working with others Anyone who wants to grow personally and learn clear steps to remove negative thinking and build better habits HR staff who want to use NLP in training, staff growth, and solving problems at work Anyone who wants to get an NLP Practitioner certificate and use these skills in a job Process of Evaluation After studying the NLP Practitioner Course, your skills and knowledge will be tested with an MCQ exam or assignment. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the NLP Practitioner Course, you can order your CPD Accredited Digital / PDF Certificate for £5.99. (Each) Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. (Each) Shipping Charges: Inside the UK: £3.99 International: £10.99 Requirements You don't need any educational qualification or experience to enrol in the NLP Practitioner Course. Career Path This NLP Practitioner Course will help learners to pursue a variety of careers. Such as: NLP Coach – earn around £35K to £65K per year Corporate Trainer – earn around £30K to £55K per year HR Development Specialist – earn around £28K to £48K per year Communication Consultant – earn around £40K to £70K per year Wellbeing Practitioner – earn around £25K to £45K per year Frequently Asked Questions (FAQ's) Q. How do I purchase a course? 1. You need to find the right course on our IOMH website at first. You can search for any course or find the course from the Courses section of our website. 2. Click on Take This Course button, and you will be directed to the Cart page. 3. You can update the course quantity and also remove any unwanted items in the CART and after that click on the Checkout option and enter your billing details. 4. Once the payment is made, you will receive an email with the login credentials, and you can start learning after logging into the portal. Q. I have purchased the course when will I be able to access the materials? After purchasing the course, you should receive an email with the login credentials within 24 hours. Please check your spam or junk folder if you didn't receive it in your inbox. You can access your courses by logging into your account. If you still need any assistance, please get in touch with our Customer Support team by providing the details of your purchase. Q. I haven't received my certificate yet. What should I do? You should receive your Digital Certificate within 24 hours after placing the order, and it will take 3-9 days to deliver the hard copies to your address if you are in the UK. For International Delivery, it will take 20-25 days. If you require any assistance, get in touch with our dedicated Customer Support team, and your queries/issues will be dealt with accordingly. Q. I don't have a credit/debit card, what other methods of payment do you accept? You can make the payment using PayPal or you can Bank Transfer the amount. For Bank transfer you will require an invoice from us and you need to contact our Customer Support team and provide details of your purchase to get the invoice. After that, you will receive an email with the invoice and bank details and you can make the payment accordingly. Q. Can I do the courses from outside UK? We are an online course provider, and learners from anywhere in the world can enrol on our courses using an internet-connected device. Q. When I log into the account it says 'Contact Administrator'. To resolve this issue, please log out of your account and then log back in. Course Curriculum Module 01: Introduction to NLP Introduction to NLP 00:17:00 Module 02: NLP Communication Model NLP Communication Model 00:20:00 Module 03: NLP Coaching Model NLP Coaching Model 00:26:00 Module 04: NLP Presuppositions and Beliefs NLP Presuppositions and Beliefs 00:21:00 Module 05: NLP Techniques for Personal Change NLP Techniques for Personal Change 00:26:00 Module 06: NLP Strategies for Effective Communication NLP Strategies for Effective Communication 00:28:00 Module 07: Advanced NLP Techniques Advanced NLP Techniques 00:21:00 Module 08: NLP Applications NLP Applications 00:17:00 Module 09: NLP Practitioner Certification NLP Practitioner Certification 00:15:00

Level 3 QLS Endorsed Course | Endorsed Certificate Included | Plus 5 Career Guided Courses | CPD Accredited

Overview This comprehensive course on Business Strategy Planning will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Business Strategy Planning comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. 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 Business Strategy Planning. It is available to all students, of all academic backgrounds. Requirements Our Business Strategy Planning is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 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 24 sections • 163 lectures • 14:21:00 total length •Learn Business Fundamentals and Create Your Own Business Plan Today!: 00:02:00 •Quickfire Strategy Quiz How much do you know about your business strategy?: 00:02:00 •Quickfire Strategy Quiz - My 'Answers': 00:10:00 •How to get the most from this Course: 00:09:00 •Using the Course Map Matrix: 00:06:00 •Guide to the Course Assignments: 00:04:00 •Download All Course Materials Here: 00:03:00 •Section Introduction: Connecting Business Strategy to the Business Plan: 00:02:00 •Business Strategy to Business Plan: 00:04:00 •What do we mean by Business Strategy?: 00:02:00 •What is a Business Plan?: 00:06:00 •What do we mean by Corporate Strategy?: 00:07:00 •Should You Be Creating Shareholder Value?: 00:07:00 •Introduction to Strategic Management: 00:06:00 •Section Introduction: The Value of Strategic Analysis: 00:01:00 •Strategic Analysis - The First Step: 00:02:00 •What is Strategic Analysis?: 00:05:00 •Frameworks for Strategic Analysis: 00:10:00 •Strategic Analysis Frameworks Case Study: Apple: 00:11:00 •Section Introduction: Frameworks and Theories Business Strategists Must Know: 00:02:00 •Why are these Business Models important?: 00:02:00 •The Story of the Hedgehog and the Fox: 00:03:00 •Why are Management Theories Useful in Business Strategy?: 00:09:00 •SWOT Analysis: 00:05:00 •Introduction to Michael Porter's Five Forces Model: 00:06:00 •Lafley and Martin Five Step Strategy Model: 00:06:00 •The 5Cs Model: 00:06:00 •What is PEST or Broad Factors Analysis?: 00:05:00 •PESTEL Analysis: 00:05:00 •Ansoff Matrix: 00:07:00 •Value Chain: 00:05:00 •Business Model Synthesis: 00:08:00 •Black Swan Events - Coronavirus: 00:05:00 •Section Introduction: Critical Evaluation of Leadership: 00:01:00 •Vision and Leadership - Starting at the Top: 00:06:00 •What Skills Are We Looking For In Management?: 00:07:00 •What is the Purpose of a Vision Statement?: 00:03:00 •Section Introduction: Products Services and Competitive Advantage: 00:02:00 •What do we mean by Products and Services: 00:03:00 •Why Product Differentiation is Critical: 00:05:00 •Product Diversification in Business Strategy: 00:06:00 •How Does Quality Management fit into your Business Strategy?: 00:04:00 •What do we mean by Competitive Advantage?: 00:06:00 •Bowman's Strategic Clock - Strategic Positioning: 00:09:00 •Products, Services and Technology in the Business Plan: 00:06:00 •Section Introduction: Competition - Know Your Enemy: 00:02:00 •Competitor Analysis: 00:05:00 •BCG Matrix: 00:06:00 •Competitors and Competitive Forces: 00:10:00 •Competitive Intensity: 00:09:00 •Industry Life Cycle: 00:05:00 •Competition - Business Plan Tie In: 00:02:00 •Section Introduction: Industry, Markets and Competition: 00:02:00 •What do we mean by External Strategic Analysis: 00:09:00 •How Does Industry Analysis Help?: 00:05:00 •Conducting PEST or Broad Factors External Analysis: 00:11:00 •What are the Business and Funding Life Cycles?: 00:10:00 •Value Chains: Connecting Companies to their External Environment: 00:08:00 •Addressing the Total Addressable Market (TAM): 00:05:00 •Market Segmentation: Choosing Customers: 00:07:00 •Bargaining Power of Suppliers: 00:06:00 •Bargaining Power of Customers/Buyers: 00:06:00 •Business Plan: Industry, Markets and Competition: 00:04:00 •Section Introduction - Operations and Customer Management: 00:02:00 •What are Business Operations?: 00:03:00 •Strategic Analysis with the Business Model Canvas: 00:14:00 •How can Corporate Structure impact Strategy?: 00:07:00 •Organisational Development: 00:04:00 •Reviewing the Operations of the Firm: 00:03:00 •Click and Mortar - Online meets Offline: 00:05:00 •eCommerce Business Models: 00:06:00 •Internal Strategic Analysis - Business Plan Tie In: 00:05:00 •Section Introduction: Six Minute Strategist SWOT Assignment: 00:02:00 •Section Introduction: Customer Value Proposition: 00:02:00 •Understanding the Customer Value Proposition: 00:03:00 •Positioning Your Firm in the Market: 00:04:00 •What do we mean by a Profit Model?: 00:05:00 •Hax's Delta Model: 00:09:00 •Switching Costs and Customer Strategy: 00:03:00 •Managing the Customer Experience: 00:05:00 •What is the Customer Journey?: 00:06:00 •Customers, Customer Value and the Business Plan: 00:03:00 •Section Introduction: Sales and Marketing: 00:02:00 •The 5 Ps of Marketing: 00:06:00 •How Can You Plan Your Marketing?: 00:11:00 •Push Marketing Strategy: 00:03:00 •Pull Marketing Strategy: 00:04:00 •Understanding AIDA: 00:07:00 •Progressive Sequence of 9 Agreements: 00:07:00 •Pricing Strategies: 00:11:00 •Sales and Marketing in the Business Plan: 00:06:00 •Section Introduction: Digital Business Strategy Transformation: 00:02:00 •Why Do You Need A Digital Strategy Blueprint?: 00:07:00 •What Skills and Assets do you need to be a Digital Entrepreneur?: 00:07:00 •Digital Strategy Blueprint Overview: 00:18:00 •Digital Strategy - Customer Centric Transformation: 00:07:00 •Digital Strategy - Customer Experience Transformation: 00:05:00 •Digital Strategy - Customer Channel Transformation: 00:06:00 •Digital Strategy - Customer Engagement Transformation: 00:19:00 •Digital Strategy - Digital Skills Transformation: 00:04:00 •Digital Strategy - Tools and Resources: 00:02:00 •Section Introduction: Understanding Financial Statements: 00:02:00 •Overview of Financial Statements: 00:03:00 •GAAP: Accruals vs Cash Accounting: 00:06:00 •Income Statement or Profit and Loss Account: 00:08:00 •Introduction to the Balance Sheet: 00:11:00 •Cash Flow Statement: 00:06:00 •Cash Flow Metrics Explained: 00:09:00 •Case Study - Apple Financial Statements: 00:04:00 •Financial Statements in the Business Plan: 00:06:00 •Section Introduction: Strategic Financial Analysis: 00:01:00 •What is Financial Analysis?: 00:11:00 •Income Statement Profitability Ratios: 00:04:00 •Balance Sheet Ratio Analysis: 00:12:00 •Cash Flow Statement Analysis: 00:05:00 •Valuation Ratios: 00:04:00 •Section Introduction: Financial Analysis - Case Study and Assignment: 00:01:00 •Apple Inc Financial Analysis - Solution: 00:03:00 •Discussion of Measurements of Growth Analysis: 00:05:00 •Discussion of Measures of Profitability Analysis: 00:07:00 •Discussion of Trading Performance Analysis: 00:03:00 •Discussion of Working Capital (Liquidity and Efficiency) Analysis: 00:12:00 •Section Introduction: Future Business Strategy Analyser Assignment: 00:01:00 •Section Introduction: Goal Setting and Performance Management: 00:02:00 •Introduction to Goal Setting: 00:03:00 •What do we mean by SMART Goals?: 00:04:00 •Key Performance Indicators: 00:04:00 •Strategic Dashboards: 00:07:00 •Corporate Performance Management: 00:04:00 •Objectives and Key Results: 00:04:00 •Year over Year Performance: 00:04:00 •Section Introduction: Growth Strategies: 00:02:00 •Organic vs Inorganic: 00:03:00 •The Advantage of First Mover Advantage: 00:05:00 •The Importance of Scalability: 00:04:00 •Merger and Acquisitions Growth Strategies: 00:10:00 •Buy and Build Growth Strategy: 00:08:00 •Negative Growth- Company Recovery Strategies: 00:09:00 •Post Coronavirus Strategies: 00:06:00 •Growth Strategies Business Plan Tie In: 00:03:00 •Section Introduction: Valuation, Funding, Exits and Returns: 00:02:00 •Valuation and Funding - A Consequence of our Business Strategy: 00:04:00 •How to Value a Company: 00:11:00 •Sources of Equity Funding: 00:08:00 •What is a Pre-Money Valuation?: 00:06:00 •How to Create a Pitch Deck for Investors: 00:06:00 •Sources and Uses of Funds in the Business Plan: 00:02:00 •What is a Cap Table?: 00:05:00 •Exit Strategies and Returns: 00:09:00 •Transaction Cost Management: 00:02:00 •Section Introduction: Risk Assessment: 00:01:00 •Risk Assessment - Strategic Plan Summary: 00:02:00 •Section Introduction: Business Plan Synthesis: 00:03:00 •Business Plan Synthesis: 00:03:00 •Business Plan - Executive Summary: 00:02:00 •Business Plan - History and Background: 00:02:00 •Business Plan - Management Summary: 00:04:00 •Business Plan Appendicies: 00:04:00 •Key Questions Check List: 00:01:00 •Business Plan - Audience Targeting: 00:03:00 •Business Plan Refinement: Types of Businesses: 00:02:00 •Summary and Wrap Up: 00:05:00 •Additional File: 00:00:00

Discover how to raise a Resilient child

Level 5 QLS Endorsed Course | Endorsed Certificate Included | Plus 5 Career Guided Courses | CPD Accredited