6670 Insights courses in Edinburgh delivered On Demand

Machine learning doesn’t need to be intimidating—especially when you’ve got R on your side. This course offers a clear, well-paced approach to learning machine learning using one of the most respected languages in data science. Whether you’re brushing up on your statistics or stepping into data modelling, the content is structured to help you think algorithmically and act analytically, without feeling overwhelmed by jargon or complexity. From regression techniques to classification methods and everything in-between, this course covers the core building blocks that give machine learning its predictive power. R is not just a programming language here—it’s your analytical toolkit. If terms like decision trees, clustering, and support vector machines sound like something out of a sci-fi novel, don’t worry—by the end, they’ll feel like familiar companions. Whether you’re analysing patterns or building predictive models, this course offers a confident route through the world of machine learning with an R-flavoured lens. Ask ChatGPT 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 __ GBP. £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.

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.

Are you ready to make a difference in the lives of children with special educational needs (SEN)? Imagine unlocking the power to support and empower individuals with autism, ADHD, and other learning challenges. Our comprehensive SEN Training course bundle is designed to equip you with the knowledge and understanding to create a nurturing environment that fosters growth and development. From understanding the intricacies of autism to promoting inclusive education in the early years, this course bundle covers a range of essential topics. Gain insights into effective strategies for supporting children with dyslexia, enhancing speech and language skills, and ensuring the safety and well-being of vulnerable children. Expand your horizons and make a positive impact in the field of special education. This extraordinary opportunity brings together a wealth of knowledge and skills, offering you a comprehensive foundation in the world of special education. By enrolling in this remarkable course bundle, you are investing not only in your own growth but also in the lives of those you will touch. Each course in this bundle has been carefully selected to provide a well-rounded education in supporting individuals with special educational needs (SEN). From autism and ADHD to dyslexia and speech and language development, you will explore a diverse range of topics that are critical for understanding and assisting individuals with unique learning challenges. The course bundle comprises the following CPD Accredited courses: Course 01: SEN Teaching Assistant Course 02: SENCO - Special Educational Needs Coordination Course Course 03: Speech And Language Therapy Course 04: EYFS Teaching Diploma Course 05: ADHD Awareness Course 06: Autism Training Course 07: Dyslexia Awareness Course 08: Safeguarding Children Learning Outcomes: Develop a deep understanding of special educational needs (SEN) and the challenges faced by individuals with autism, ADHD, and other learning differences. Acquire valuable insights into the role of a SEN Teaching Assistant and SENCO. Explore the principles and practices of Early Years Foundation Stage (EYFS) teaching and the importance of inclusive education. Enhance your knowledge of ADHD, dyslexia, and autism, and learn effective strategies for supporting individuals with these conditions. Gain essential skills in safeguarding children and ensuring their well-being in educational settings. Expand your awareness of SEN and contribute to creating an inclusive environment that nurtures the potential of every child. SEN Teaching Assistant: Learn the fundamentals of supporting children with special educational needs and make a positive impact as a teaching assistant. SENCO - Special Educational Needs Coordination Course: Master the skills required to coordinate and oversee special educational needs provision in schools. Speech and Language Therapy: Discover effective techniques to enhance speech and language development in children with SEN. EYFS Teaching Diploma: Explore the principles and practices of Early Years Foundation Stage teaching, promoting inclusive education. ADHD Awareness: Gain a comprehensive understanding of ADHD and develop strategies to support individuals with this condition. Autism Training: Acquire insights into autism spectrum disorders and learn practical approaches for supporting individuals with autism. Dyslexia Awareness: Enhance your understanding of dyslexia and explore strategies to support individuals with dyslexia. Safeguarding Children: Learn how to ensure the safety and well-being of vulnerable children in educational settings. Quality Licence Scheme Endorsed Certificate of Achievement: Upon successful completion of the course, you will be eligible to order an original hardcopy certificate of achievement. This prestigious certificate, endorsed by the Quality Licence Scheme, will be titled 'Advanced Diploma in SEN Teaching Assistant at QLS Level 7'. Your certificate will be delivered directly to your home. The pricing scheme for the certificate is as follows: £129 GBP for addresses within the UK. Please note that delivery within the UK is free of charge. Please Note: NextGen Learning is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. CPD 180 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Educators and teaching professionals who want to specialise in special educational needs (SEN). Individuals aspiring to become SEN teaching assistants, SENCOs. Parents, caregivers, and volunteers interested in supporting children with autism, ADHD, and other learning challenges. Anyone passionate about promoting inclusive education and creating a nurturing environment for all learners. Career path SEN Teaching Assistant - £18K to £25K/year SENCO - Special Educational Needs Coordination - £28K to £42K/year Speech and Language Therapist - £24K to £48K/year EYFS Teacher - £20K to £34K/year ADHD Support Specialist - £22K to £30K/year Autism Support Worker - £16K to £25K/year Certificates Certificate Of Completion Digital certificate - Included CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript: £9.99 QLS Endorsed Certificate Hard copy certificate - £129

Level 5 & 7 Endorsed Diploma | QLS Hard Copy Certificate Included | Plus 5 CPD Courses | Lifetime Access

**10 FREE QLS Endorsed Certificates and Included with Lifetime Access** Why settle for the ordinary when you can embrace the extraordinary? Dive into our "Business Finance - QLS Endorsed Bundle" and equip yourself with the skills that can turn challenges into triumphs. Business Finance - QLS Endorsed Bundle Includes the following Courses Course 01: Award in Business Finance at QLS Level 2 Course 02: Diploma in Accounting and Finance at QLS Level 5 Course 03: Diploma in Business Analysis at QLS Level 5 Course 04: Advanced Diploma in Business Administration at QLS Level 7 Course 05: Diploma in Business Law at QLS Level 5 Course 06: Diploma in Financial Reporting at QLS Level 4 Course 07: Diploma in Functional Skills IT at QLS Level 2 Course 08: Diploma in Forex Trading at QLS Level 5 Course 09: Diploma in Economics at QLS Level 5 Course 10: Diploma in Business and Management at QLS Level 5 Learning Outcomes Analyse financial statements for informed decision-making. Navigate legal complexities with a deep understanding of Business Law. Master advanced business administration strategies at a Level 7 proficiency. Implement effective financial reporting practices for organisational transparency. Hone IT skills with a focus on practical applications in business contexts. Develop strategic insights into the global forex market. Apply economic theories to real-world business scenarios. Demonstrate proficiency in business and management principles. Cultivate essential skills in business analysis for strategic planning. Attain a Level 5 diploma in Accounting and Finance for advanced financial expertise. Key Features 10 FREE QLS Endorsed Certificate Fully online, interactive course Self-paced learning and laptop, tablet, smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Picture this: A realm where your business doesn't just survive; it thrives. Where financial acumen becomes your superpower, and strategic fiscal decisions propel your enterprise to new heights. Welcome to the future of your business, where numbers aren't just figures; they're the architects of your success story. Dive into a comprehensive curriculum designed to empower you at every level of your professional journey. From mastering the fundamentals of Business Finance to attaining advanced skills in Business Administration and Financial Reporting, this bundle offers a seamless progression through various vital disciplines. Dive into the intricate world of Economics, explore the nuances of Business Law, and enhance your IT proficiency with Functional Skills IT. Tailored to provide a holistic understanding of the financial landscape, our courses are meticulously crafted to equip you with the knowledge and skills necessary for success in today's dynamic business environment. Whether you aspire to excel in Accounting and Finance or navigate the complexities of Forex Trading, this bundle offers a comprehensive toolkit for your professional journey. Elevate your expertise, boost your credentials, and open doors to a myriad of opportunities with our Business Finance Finance - QLS Endorsed Bundle. Certificate Once you've successfully completed your course, you will immediately be sent a CPD Accredited PDF certificate. Also, you can have your printed certificate delivered by post (shipping cost £3.99). After successfully completing the assignment, learners will be able to order FREE QLS Endorsed certificate for Each Courses. CPD 50 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring Financial Analysts Business Administration Enthusiasts Future Business and Finance Managers Individuals Pursuing Careers in Economics Prospective Business Law Professionals Those Seeking Expertise in Financial Reporting IT Enthusiasts in a Business Context Aspiring Forex Traders Career path Financial Analyst Business Administrator Finance Manager Economist Legal Consultant Financial Reporter Certificates Digital certificate Digital certificate - Included Hard copy certificate Hard copy certificate - Included Hardcopy Certificate (UK Delivery): For those who wish to have a physical token of their achievement, we offer a high-quality, printed certificate. This hardcopy certificate is also provided free of charge. However, please note that delivery fees apply. If your shipping address is within the United Kingdom, the delivery fee will be only £3.99. Hardcopy Certificate (International Delivery): For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10. QLS Endorsed Certificate Hard copy certificate - Included

3 QLS Endorsed Diploma | QLS Hard Copy Certificate Included | 10 CPD Courses | Lifetime Access | 24/7 Tutor Support

Level 5 - Three QLS Endorsed Diploma | QLS Hard Copy Certificate Included | Plus 10 CPD Courses | Lifetime Access

3 QLS Endorsed Diploma | QLS Hard Copy Certificate Included | 10 CPD Courses | Lifetime Access | 24/7 Tutor Support

Get ready for an exceptional online learning experience with the Autism, Dyslexia, ADHD, CBT, Speech & language therapy bundle! This carefully curated collection of 20 premium courses is designed to cater to a variety of interests and disciplines. Dive into a sea of knowledge and skills, tailoring your learning journey to suit your unique aspirations. The Autism, Dyslexia, ADHD, CBT, Speech & language therapy is a dynamic package, blending the expertise of industry professionals with the flexibility of digital learning. It offers the perfect balance of foundational understanding and advanced insights. Whether you're looking to break into a new field or deepen your existing knowledge, the Autism, Dyslexia & ADHD package has something for everyone. As part of the Autism, Dyslexia, ADHD, CBT, Speech & language therapy package, you will receive complimentary PDF certificates for all courses in this bundle at no extra cost. Equip yourself with the Autism, Dyslexia & ADHD bundle to confidently navigate your career path or personal development journey. Enrol today and start your career growth! This Bundle Comprises the Following CPD Accredited Courses: Autism Awareness Dyslexia ADHD Awareness Anti Social Behaviour Dialectical Behaviour Therapy Rational Emotive Behaviour Therapy CBT for Children and Adults with Role Playing Cognitive Behavioural Therapy (CBT) for Eating Disorders Child Behaviour Fundamentals of Language Development in Early Childhood Child Language Disorder (CLD) Speech and Language Therapy: Communication Disorders Classroom Behaviour Management Course - Level 3 Emotional Intelligence and Human Behaviour Biohacking Your Physical and Mental Health Career Development Plan Fundamentals CV Writing and Job Searching Learn to Level Up Your Leadership Networking Skills for Personal Success Ace Your Presentations: Public Speaking Masterclass Learning Outcome: Gain comprehensive insights into multiple fields. Foster critical thinking and problem-solving skills across various disciplines. Understand industry trends and best practices through the Autism, Dyslexia & ADHD Bundle. Develop practical skills applicable to real-world situations. Enhance personal and professional growth with the Autism, Dyslexia & ADHD Bundle. Build a strong knowledge base in your chosen course via the Autism, Dyslexia & ADHD Bundle. Benefit from the flexibility and convenience of online learning. With the Autism, Dyslexia & ADHD package, validate your learning with a CPD certificate. Each course in this bundle holds a prestigious CPD accreditation, symbolising exceptional quality. The materials, brimming with knowledge, are regularly updated, ensuring their relevance. This bundle promises not just education but an evolving learning experience. Engage with this extraordinary collection, and prepare to enrich your personal and professional development. Embrace the future of learning with the Autism, Dyslexia, ADHD, CBT, Speech & language therapy, a rich anthology of 15 diverse courses. Each course in the Autism, Dyslexia & ADHD bundle is handpicked by our experts to ensure a wide spectrum of learning opportunities. ThisAutism, Dyslexia, ADHD, CBT, Speech & language therapy bundle will take you on a unique and enriching educational journey. The bundle encapsulates our mission to provide quality, accessible education for all. Whether you are just starting your career, looking to switch industries, or hoping to enhance your professional skill set, the Autism, Dyslexia, ADHD, CBT, Speech & language therapy bundle offers you the flexibility and convenience to learn at your own pace. Make the Autism, Dyslexia & ADHD package your trusted companion in your lifelong learning journey. CPD 200 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Autism, Dyslexia, ADHD, CBT, Speech & language therapy bundle is perfect for: Lifelong learners looking to expand their knowledge and skills. Professionals seeking to enhance their career with CPD certification. Individuals wanting to explore new fields and disciplines. Anyone who values flexible, self-paced learning from the comfort of home. Career path Unleash your potential with the Autism, Dyslexia, ADHD, CBT, Speech & language therapy bundle. Acquire versatile skills across multiple fields, foster problem-solving abilities, and stay ahead of industry trends. Ideal for those seeking career advancement, a new professional path, or personal growth. Embrace the journey with the Autism, Dyslexia & ADHDbundle package. Certificates Certificate Of Completion Digital certificate - Included Certificate Of Completion Hard copy certificate - Included You will get a complimentary Hard Copy Certificate.

Get ready for an exceptional online learning experience with the Passive Income, Affiliate Marketing, Stock Market, Cryptocurrency, Investment & Finance bundle! This carefully curated collection of 20 premium courses is designed to cater to a variety of interests and disciplines. Dive into a sea of knowledge and skills, tailoring your learning journey to suit your unique aspirations. The Passive Income, Affiliate Marketing, Stock Market, Cryptocurrency, Investment & Finance is a dynamic package, blending the expertise of industry professionals with the flexibility of digital learning. It offers the perfect balance of foundational understanding and advanced insights. Whether you're looking to break into a new field or deepen your existing knowledge, the Passive Income package has something for everyone. As part of the Passive Income, Affiliate Marketing, Stock Market, Cryptocurrency, Investment & Finance package, you will receive complimentary PDF certificates for all courses in this bundle at no extra cost. Equip yourself with the Passive Income bundle to confidently navigate your career path or personal development journey. Enrol today and start your career growth! This Bundle Comprises the Following CPD Accredited Courses: Passive Income - An Ultimate Guide Affiliate Marketing & Passive income Affiliate Marketing Business Essentials Make Passive Income With Canva & Fiverr Sell Stock Footage & Photography from ZERO to PASSIVE INCOME Guide to Drop Servicing on Fiverr for Passive Income Cryptocurrency: Wallets, Investing & Trading Stock Market Day Trading Strategies for Beginners Investment Blogging Online Course Raising Money & Valuations Finance: Financial Risk Management Presenting Financial Information Financial Analysis : Finance Reports Financial Ratio Analysis for Business Decisions Career Development Plan Fundamentals CV Writing and Job Searching Learn to Level Up Your Leadership Networking Skills for Personal Success Ace Your Presentations: Public Speaking Masterclass Learning Outcome: Gain comprehensive insights into multiple fields. Foster critical thinking and problem-solving skills across various disciplines. Understand industry trends and best practices through the Passive Income Bundle. Develop practical skills applicable to real-world situations. Enhance personal and professional growth with the Passive Income Bundle. Build a strong knowledge base in your chosen course via the Passive Income Bundle. Benefit from the flexibility and convenience of online learning. With the Passive Income package, validate your learning with a CPD certificate. Each course in this bundle holds a prestigious CPD accreditation, symbolising exceptional quality. The materials, brimming with knowledge, are regularly updated, ensuring their relevance. This bundle promises not just education but an evolving learning experience. Engage with this extraordinary collection, and prepare to enrich your personal and professional development. Embrace the future of learning with the Passive Income, Affiliate Marketing, Stock Market, Cryptocurrency, Investment & Finance, a rich anthology of 15 diverse courses. Each course in the Passive Income bundle is handpicked by our experts to ensure a wide spectrum of learning opportunities. ThisPassive Income, Affiliate Marketing, Stock Market, Cryptocurrency, Investment & Finance bundle will take you on a unique and enriching educational journey. The bundle encapsulates our mission to provide quality, accessible education for all. Whether you are just starting your career, looking to switch industries, or hoping to enhance your professional skill set, the Passive Income, Affiliate Marketing, Stock Market, Cryptocurrency, Investment & Finance bundle offers you the flexibility and convenience to learn at your own pace. Make the Passive Income package your trusted companion in your lifelong learning journey. CPD 200 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Passive Income, Affiliate Marketing, Stock Market, Cryptocurrency, Investment & Finance bundle is perfect for: Lifelong learners looking to expand their knowledge and skills. Professionals seeking to enhance their career with CPD certification. Individuals wanting to explore new fields and disciplines. Anyone who values flexible, self-paced learning from the comfort of home. Career path Unleash your potential with the Passive Income, Affiliate Marketing, Stock Market, Cryptocurrency, Investment & Finance bundle. Acquire versatile skills across multiple fields, foster problem-solving abilities, and stay ahead of industry trends. Ideal for those seeking career advancement, a new professional path, or personal growth. Embrace the journey with the Passive Income bundle package. Certificates Certificate Of Completion Digital certificate - Included Certificate Of Completion Hard copy certificate - Included You will get a complimentary Hard Copy Certificate.