240 Algorithms courses in Edinburgh delivered On Demand

Unleashing the Power of Deep Learning: Mastering Neural Network with R Dive into the fascinating realm of artificial intelligence with our course, 'Deep Learning Neural Network with R.' Imagine a world where machines learn and make decisions, mimicking the intricacies of the human brain. This course is your gateway to unlocking the secrets of deep learning, focusing on neural networks implemented using the versatile R programming language. Immerse yourself in hands-on projects, from creating single-layer neural networks for agriculture analysis to mastering multi-layer neural networks for predicting deaths in wars. The journey begins with reviewing datasets and creating dataframes, leading you through running neural network code and generating insightful output plots. Join us in this captivating exploration, where coding meets creativity, and algorithms come to life. Learning Outcomes Master the fundamentals of single-layer neural networks, gaining the skills to analyze agricultural datasets effectively. Acquire proficiency in implementing multi-layer neural networks, specifically tailored for predicting outcomes in complex scenarios like deaths in wars. Develop hands-on experience in creating and manipulating dataframes for enhanced data analysis. Gain a deep understanding of neural network syntax, commands, and code execution in the R programming language. Hone your ability to generate meaningful output plots, transforming raw data into visually compelling insights. Why choose this Deep Learning Neural Network with R 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 Deep Learning Neural Network with R course for? Aspiring data scientists and analysts eager to delve into the world of deep learning. R programming enthusiasts looking to enhance their skills with practical applications. Students and professionals in computer science, statistics, or related fields. Individuals seeking to understand the implementation of neural networks in real-world scenarios. Anyone fascinated by the intersection of coding, data analysis, and artificial intelligence. Career path Machine Learning Engineer: £40,000 - £70,000 Data Scientist: £35,000 - £60,000 Artificial Intelligence Researcher: £45,000 - £80,000 Research Scientist (Machine Learning): £50,000 - £90,000 Data Analyst (AI/ML): £30,000 - £55,000 Senior AI Developer: £60,000 - £100,000 Prerequisites This Deep Learning Neural Network with R does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Deep Learning Neural Network with R 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 Section 01: Single Layer Neural Networks Project - Agriculture (Part - 1) Reviewing Dataset 00:14:00 Creating Dataframes 00:09:00 Generating Output 00:12:00 Section 02: Single Layer Neural Networks Project - Agriculture (Part - 2) Running Neural Network Code 00:11:00 Importing Dataset 00:09:00 Neural Network Plots for Hidden Layer 1 00:08:00 Section 03: Multi-Layer Neural Networks Project - Deaths in wars (Part - 1) Syntax and Commands for MLP 00:11:00 Running the Code 00:08:00 Testing for Dataframes 00:13:00 Predict Results 00:08:00 Section 04: Multi-Layer Neural Networks Project - Deaths in wars (Part - 2) Creating R Folder 00:14:00 Generating Output Plot 00:12:00 Testing and Predicting the Outputs 00:16:00

According to estimates, when businesses make decisions based on data and statistics, their productivity rises by 5%. As a result, the demand for analytical talents is growing as the world gets more and more data-driven. This Statistical Analysis course teaches you how to use data to make decisions, gain business insights, and forecast trends, giving you a competitive edge in any industry. Large-scale data collection, exploration, and presentation to identify underlying patterns and trends are known as statistical analysis. Every day, statistics are used in studies, business, and government to help make decisions more scientifically. For example, when introducing new products to the market, statistical analysis can offer helpful information for decision-making. Analysis can be performed to identify the product's trustworthy markets and forecast sales and demand. Additionally, it might be beneficial in choosing the ideal launch window. This course will improve your ability to make smarter, more impactful decisions in a fast-paced and uncertain world. It will help you to extract strategic business insights and use modelling to predict future trends. It will also help you with your data visualisation skills with which to communicate your findings. So enrol in the Statistical Analysis course and gain vital skills to start a successful career. Learning Outcomes: Understand how data-driven models can improve your decisions. Gain data analysis skills that you can apply in your role and organisation. Learn to assess the reliability of data, extract strategic business insights, and use modelling to predict future trends. Know about data visualisation skills with which to communicate your findings to all stakeholders. Learn about probability, binomial and normal distributions. Get to know the basic statistical terms. Why Prefer This Statistical Analysis Course? Opportunity to earn a certificate endorsed by the Quality Licence Scheme & another certificate accredited by CPD QS after completing the Statistical Analysis course Get a free student ID card! (£10 postal charges will be applicable for international delivery) Innovative and engaging content. Free assessments 24/7 tutor support. Take a step toward a brighter future! *** Course Curriculum *** Here is the curriculum breakdown of the Statistical Analysis course: Module 01: The Realm of Statistics Module 02: Basic Statistical Terms Module 03: The Center of the Data Module 04: Data Variability Module 05: Binomial and Normal Distributions Module 06: Introduction to Probability Module 07: Estimates and Intervals Module 08: Hypothesis Testing Module 09: Regression Analysis Module 10: Algorithms, Analytics and Predictions Module 11: Learning From Experience: The Bayesian Way Module 12: Doing Statistics: The Wrong Way Module 13: How We Can Do Statistics Better Assessment Process You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam. Our expert trainers will assess your assignment and give you feedback after you submit the assignment. After passing the Diploma in Statistical Analysis at QLS Level 5 course exam, you will be able to request a certificate at an additional cost that has been endorsed by the Quality Licence Scheme. CPD 150 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this Statistical Analysis course. This course is open to everybody. Requirements You will not need any prior background or expertise to enrol in this course. Career path This Statistical Analysis course is meant to introduce statistical analysis. In the UK, statistical analysts make, on average, £35,817 per year. You will be able to significantly demonstrate your new skills and statistical knowledge. This can benefit you regarding job applications, professional advancement, and personal mastery. Certificates Certificate Accredited by CPD QS Digital certificate - £10 Diploma in Statistical Analysis at QLS Level 5 Hard copy certificate - £119 Show off Your New Skills with a Certificate of Completion Endorsed Certificate of Achievement from the Quality Licence Scheme After successfully completing the Diploma in Statistical Analysis at QLS Level 5, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with a pricing scheme of - 119 GBP inside the UK 129 GBP (including postal fees) for International Delivery Certificate Accredited by CPD QS Upon finishing the Statistical Analysis course, you need to order to receive a Certificate Accredited by CPD QS that is accepted all over the UK and also internationally. The pricing schemes are: 10 GBP for Digital Certificate 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (International Delivery)

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This course aims to teach you how to use Python for machine learning and data science.

“Master the integration of AI in programming with our ‘ChatGPT for Programmers’ course. Discover how ChatGPT can revolutionize your coding skills and open new horizons in software development.”

This is an introductory course on machine learning. The course covers a wide range of topics, from handling a dataset to model delivery. Some prior training in Python programming and basic calculus knowledge will help you get the best out of this course.

Master the skills you need to propel your career forward in instructional design. Equip yourself with the essential knowledge and skillset that make you a confident teacher or teaching assistant and take your career to the next level. This comprehensive course is designed to help you reach your professional goals. The skills and knowledge that you will gain through studying this instructional design diploma 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 instructional design practice and equip you with the essential skills, confidence and competence to assist you in the instructional design industry. You'll gain a solid understanding of the core competencies required to drive a successful career in instructional design. Learn from expert tutors with industry experience, teaching you the latest expertise and best practice. This extensive course is designed for instructional design professionals who are aspiring to specialise in instructional design. Earn industry-recognised credentials to demonstrate your new skills and add extra value to your CV. Enrol today and take the next step towards your personal and professional goals. 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 and Welcome to Curriculum Structural Design Start Here - Instructional Des 00:04:00 What Makes an Amazing Training Curriculum - Part 1 00:14:00 What Makes an Amazing Training Curriculum - Part 2 00:13:00 Identify With Your Audience Identify With Your Audience Introduction 00:05:00 Identify Their Roles 00:17:00 Identify Their Goals 00:09:00 Identify Their Why 00:18:00 Identify What They Do Identify What They Already Do 00:15:00 Identify What They Already Do Activity 00:18:00 Identify What They Want to Do 00:07:00 Identify What They Need to Do 00:09:00 Organize What They Do Organize What They Do Intro 00:07:00 Organize Tasks and Subtasks 00:19:00 Organize Tasks and Subtasks - Part 2 00:19:00 Create Modules and Lessons 00:16:00 Set Up a Curriculum Design Spreadsheet 00:20:00 Determine What to Teach Understanding Objectives 00:15:00 Understanding Objectives Activity 00:16:00 Determine Conventions to Teach 00:17:00 Determine Algorithms to Teach 00:17:00 Determine Concepts to Teach 00:17:00 Organize What to Teach Simplify and Group Objectives Part 1 00:06:00 Simplify and Group Objectives Part 2 00:17:00 Add Objectives to the Curriculum Design Spreadsheet 00:09:00 Mark Objectives For Assessments 00:11:00 Determine the Initial Class Structure Solidify Specific Course Groupings 00:15:00 Customize Course Titles and Lesson Titles 00:06:00 Determine Course Timelines 00:20:00 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

🌟 Unlock the Secrets to Thriving on YouTube in Today's Dynamic Landscape! 🌟 🚀 Are you ready to conquer the digital realm and skyrocket your presence on YouTube? Introducing our groundbreaking online course: 'Succeeding in YouTube in the Current Landscape.' In a constantly evolving digital world, standing out on YouTube demands more than just uploading videos. It requires a strategic approach, insider know-how, and cutting-edge techniques. 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A Vision For Your Youtube! 00:00 Module 3: Remembering My First Video On Youtube Remembering My First Video On Youtube 00:00 Modue 4: Mrbeast Vs Me Mrbeast Vs Me 00:00 Module 5: Hardware For Filming Youtube Videos Hardware For Filming Youtube Videos 00:00 Module 6: Obs Vs Screenflow Vs Camtasia And Final Cut Pro X For Filming, Editing, And Rendering Videos! Obs Vs Screenflow Vs Camtasia And Final Cut Pro X For Filming, Editing, And Rendering Videos! 00:00 Module 7: Select Sensational Titles That Help Videos Go Viral And Or Optimize For Youtube Search! Select Sensational Titles That Help Videos Go Viral And Or Optimize For Youtube Search! 00:00 Module 8: How To Title Your Youtube Videos To Get More Views Secret Seo Strategy How To Title Your Youtube Videos To Get More Views Secret Seo Strategy 00:00 Module 9: Make Great Thumbnails Fast With Canva Even With No Graphic Design Experience! Make Great Thumbnails Fast With Canva Even With No Graphic Design Experience! 00:00 Module 10: How To Use The Youtube Creator Studio To Upload Videos In 2020 How To Use The Youtube Creator Studio To Upload Videos In 2020 00:00 Module 11: Publishing Schedule, Long-Term Viability, And Burn Out! Publishing Schedule, Long-Term Viability, And Burn Out! 00:00 Module 12: How To Make Money On Youtube With Ads, Memberships, Merchandise, And Super Chat How To Make Money On Youtube With Ads, Memberships, Merchandise, And Super Chat 00:00 Module 13: Sell Online Courses On Youtube With WordPress, Learndash, And Woocommerce Sell Online Courses On Youtube With WordPress, Learndash, And Woocommerce 00:00 Module 14: Get More Youtube Views And Make Sales With Google Ads! Get More Youtube Views And Make Sales With Google Ads! 00:00 Module 15: Being Grateful For Every Viewer! Being Grateful For Every Viewer! 00:00 Module 16: Coppa Everything You Need To Know - New Youtube Updates Make Compliance Easy Coppa Everything You Need To Know - New Youtube Updates Make Compliance Easy 00:00 Module 17: $10,000 A Day On Youtube $10,000 A Day On Youtube 00:00 Module 18: How To Grow With 288K Subscribers And 17,261,855 Youtube Views How To Grow With 288K Subscribers And 17,261,855 Youtube Views 00:00 Module 19: My 2019 Youtube Paycheck! How Much I Made On 1.3 Million Views + Secrets To Earn More Ad Revenue! My 2019 Youtube Paycheck! How Much I Made On 1.3 Million Views + Secrets To Earn More Ad Revenue! 00:00 Module 20: Easy Unique Content Idea Generation System For Bloggers And Youtubers Using Google Search Easy Unique Content Idea Generation System For Bloggers And Youtubers Using Google Search 00:00 Module 21: $53,802.38 Youtube Ad Revenue Earnings 2016 To 2019! See My Top 49 Videos! $53,802.38 Youtube Ad Revenue Earnings 2016 To 2019! See My Top 49 Videos! 00:00

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In this course, we will start with extremely basic concepts such as learning the programming language fundamentals and other supporting libraries. Then we will proceed with the core topics with the help of real-world datasets to gain a complete understanding of deep learning using Python and Keras.