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Do you want to master the essential mathematical skills for data science and machine learning? Do you want to learn how to apply statistics and probability to real-world problems and scenarios? If yes, then this course is for you! In this course, you will learn the advanced concepts and techniques of statistics and probability that are widely used in data science and machine learning. You will learn how to describe and analyse data using descriptive statistics, distributions, and probability theory. You will also learn how to perform hypothesis testing, regressions, ANOVA, and machine learning algorithms to make predictions and inferences from data. You will gain hands-on experience with practical exercises and projects using Python and R. Learning Outcomes By the end of this course, you will be able to: Apply descriptive statistics, distributions, and probability theory to summarise and visualise data Perform hypothesis testing, regressions, ANOVA, and machine learning algorithms to make predictions and inferences from data Use Python and R to implement statistical and machine learning methods Interpret and communicate the results of your analysis using appropriate metrics and visualisations Solve real-world problems and scenarios using statistics and probability Why choose this Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 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 Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 course for? This course is for anyone who wants to learn the advanced concepts and techniques of statistics and probability for data science and machine learning. This course is suitable for: Data scientists, machine learning engineers, and analysts who want to enhance their skills and knowledge Students and researchers who want to learn the mathematical foundations of data science and machine learning Professionals and managers who want to understand and apply data-driven decision making Hobbyists and enthusiasts who want to explore and learn from data Anyone who loves statistics and probability and wants to challenge themselves Career path Data Scientist (£35,000 - £55,000) Machine Learning Engineer (£40,000 - £60,000) Statistician (£35,000 - £55,000) Data Analyst (£40,000 - £60,000) Business Intelligence Analyst (£45,000 - £65,000) Senior Data Analyst (£50,000 - £70,000) Prerequisites This Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 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. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £135 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Section 01: Let's get started Welcome! 00:02:00 What will you learn in this course? 00:06:00 How can you get the most out of it? 00:06:00 Section 02: Descriptive statistics Intro 00:03:00 Mean 00:06:00 Median 00:05:00 Mode 00:04:00 Mean or Median? 00:08:00 Skewness 00:08:00 Practice: Skewness 00:01:00 Solution: Skewness 00:03:00 Range & IQR 00:10:00 Sample vs. Population 00:05:00 Variance & Standard deviation 00:11:00 Impact of Scaling & Shifting 00:19:00 Statistical moments 00:06:00 Section 03: Distributions What is a distribution? 00:10:00 Normal distribution 00:09:00 Z-Scores 00:13:00 Practice: Normal distribution 00:04:00 Solution: Normal distribution 00:07:00 Section 04: Probability theory Intro 00:01:00 Probability Basics 00:10:00 Calculating simple Probabilities 00:05:00 Practice: Simple Probabilities 00:01:00 Quick solution: Simple Probabilities 00:01:00 Detailed solution: Simple Probabilities 00:06:00 Rule of addition 00:13:00 Practice: Rule of addition 00:02:00 Quick solution: Rule of addition 00:01:00 Detailed solution: Rule of addition 00:07:00 Rule of multiplication 00:11:00 Practice: Rule of multiplication 00:01:00 Solution: Rule of multiplication 00:03:00 Bayes Theorem 00:10:00 Bayes Theorem - Practical example 00:07:00 Expected value 00:11:00 Practice: Expected value 00:01:00 Solution: Expected value 00:03:00 Law of Large Numbers 00:08:00 Central Limit Theorem - Theory 00:10:00 Central Limit Theorem - Intuition 00:08:00 Central Limit Theorem - Challenge 00:11:00 Central Limit Theorem - Exercise 00:02:00 Central Limit Theorem - Solution 00:14:00 Binomial distribution 00:16:00 Poisson distribution 00:17:00 Real life problems 00:15:00 Section 05: Hypothesis testing Intro 00:01:00 What is a hypothesis? 00:19:00 Significance level and p-value 00:06:00 Type I and Type II errors 00:05:00 Confidence intervals and margin of error 00:15:00 Excursion: Calculating sample size & power 00:11:00 Performing the hypothesis test 00:20:00 Practice: Hypothesis test 00:01:00 Solution: Hypothesis test 00:06:00 T-test and t-distribution 00:13:00 Proportion testing 00:10:00 Important p-z pairs 00:08:00 Section 06: Regressions Intro 00:02:00 Linear Regression 00:11:00 Correlation coefficient 00:10:00 Practice: Correlation 00:02:00 Solution: Correlation 00:08:00 Practice: Linear Regression 00:01:00 Solution: Linear Regression 00:07:00 Residual, MSE & MAE 00:08:00 Practice: MSE & MAE 00:01:00 Solution: MSE & MAE 00:03:00 Coefficient of determination 00:12:00 Root Mean Square Error 00:06:00 Practice: RMSE 00:01:00 Solution: RMSE 00:02:00 Section 07: Advanced regression & machine learning algorithms Multiple Linear Regression 00:16:00 Overfitting 00:05:00 Polynomial Regression 00:13:00 Logistic Regression 00:09:00 Decision Trees 00:21:00 Regression Trees 00:14:00 Random Forests 00:13:00 Dealing with missing data 00:10:00 Section 08: ANOVA (Analysis of Variance) ANOVA - Basics & Assumptions 00:06:00 One-way ANOVA 00:12:00 F-Distribution 00:10:00 Two-way ANOVA - Sum of Squares 00:16:00 Two-way ANOVA - F-ratio & conclusions 00:11:00 Section 09: Wrap up Wrap up 00:01:00 Assignment Assignment - Statistics & Probability for Data Science & Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00

🌟 Unleash Your Potential in Communication and Presentation! 🌟   Welcome to the 'Foundations of Effective Communication and Presentation Mastery' online course! Are you ready to master the art of communication and captivate your audience with compelling presentations? Look no further - this comprehensive course is your gateway to success. 🚀 MODULE 01: Communications Mastery Unlock the secrets of effective communication. Learn to express yourself with clarity, persuasion, and impact. Discover the power of verbal and non-verbal communication techniques that will elevate your interactions to new heights. 🎙️ MODULE 02: Public Speaking Mastery Dive into the world of confident public speaking. Overcome stage fright, develop engaging narratives, and command the stage with charisma. From structuring speeches to conquering nerves, this module will turn you into a captivating speaker. 🖼️ MODULE 03: Presentation Mastery Master the art of delivering memorable presentations. From slide design to storytelling, learn how to create visually stunning and emotionally resonant presentations that leave a lasting impression on your audience. 🎁 MODULE 04: BONUS: Create Incredible and Inexpensive Talking Head Videos Explore the world of video communication. Discover cost-effective ways to create professional-looking talking head videos that connect with your audience, whether for marketing, education, or personal branding.   ✨ What You'll Gain: Confidence in communication, both verbal and non-verbal. Skills to captivate and engage any audience, large or small. Techniques to craft compelling narratives and impactful presentations. Strategies to create impressive videos without breaking the bank.   🎓 Who Is This Course For? Professionals seeking to enhance their communication skills. Students aiming to excel in presentations and public speaking. Entrepreneurs looking to create impactful content through videos. Anyone eager to boost their confidence in communication!   💡 Why Choose This Course? Comprehensive Curriculum: Expertly crafted modules cover every aspect of effective communication and presentation. Practical Insights: Actionable tips and real-world examples make learning engaging and immediately applicable. Experienced Instructors: Learn from industry professionals with a wealth of experience. Lifetime Access: Access the course content anytime, anywhere, and progress at your own pace. 🎯 Elevate your communication prowess and presentation skills! Join the 'Foundations of Effective Communication and Presentation Mastery' course today and unlock your full potential! 🌟 Enroll now and embark on a transformative journey towards becoming a communication virtuoso! Course Curriculum Module 01: Communications Mastery Quick, Ethical Ways to Cheat Your Way to Communication Success 00:00 You Are In Great Company - Find Out Who 00:00 GPS for Your Communications 00:00 You Will Be Motivating, Not Data Dumping 00:00 Exciting New Update to this Course 00:00 Getting Feedback So It Won_t Hurt 00:00 Yes, Even Beginner CAN Tell Stories 00:00 Powering Your Points With Images and Slides 00:00 Practice In the Friendliest Environment of All 00:00 Test Tubes for You 00:00 You Have Earned a Professional Critique 00:00 Time to Give TJ a Piece of Your Mind 00:00 You have Now Mastered Basic and Beyond Communication Skills 00:00 Extra-Tips on How to Get Over Nervousness and Being Scared 00:00 Module 02: Public Speaking Mastery Promo video Public Speaking for Beginners 00:00 These Simple Secrets Will Make You Look Like a Public Speaking Veteran 00:00 This Is How You Get Your Audience to Do What You Want 00:00 You Will Never Have to Be Scared, Even Though Everybody Else Is 00:00 Unlock the Keys to Motivating Your Audience 00:00 Getting Feedback the Right Way to Make You Stronger 00:00 Mastering the Easiest Public Speaking Technique of All 00:00 Your Picture Will Be Worth More The a 1000 Words 00:00 Only Perfect Practice Makes Perfect 00:00 You Can Pass the Ultimate Test 00:00 You Have Earned a Personalize Coaching Session Now 00:00 Conclusion - You Are No Longer a Public Speaking Beginner 00:00 Module 03: Presentation Mastery Promo Video - Presentation Skills for Beginners 00:00 4 Quick Tips to Improve Your Presentation Skills In the Next Five Minutes 00:00 You Now Know the Dirty Little Secret of Presentation Skills 00:00 Never Waste Time Starting a Presentation Again 00:00 You Can Get the Audience to Do What You Want 00:00 Never Be Convicted of Death by PowerPoint 00:00 The Easy Way to Tell Relevant Stories 00:00 Your Own Free Focus Group 00:00 The Most Efficient Way to Practice You Presentation Skills 00:00 Passing the Ultimate Test 00:00 Now You Have Earned Personal Coaching 00:00 Conclusion- You are No Longer a Beginner at Presentation Skills 00:00 Module 04: BONUS: Create Incredible and Inexpensive Talking Head Videos The Video Advantage In All Your Proposals - Quick Win! 00:00 Hype Versus Reality - Why Most People Never Create Simple Video 00:00 Mastering the Human Side Of Looking and Sounding Your Best on Video 00:00 How This course Will Improve Your Business 00:00 Your Proposals will Stand Head and Shoulders Above Your Competitors 00:00 Your Clients Will Find You Their Most Responsive Partner Ever 00:00 Your Website Can Be Video-Centric 00:00 Now You Can Answer Frequently Asked Questions Just Once! 00:00 Talk Your Customers Through Your Whole Business Process 00:00 Have an Even Greater Presence on YouTube 00:00 Speak Your Thought Leadership 00:00 Your Exciting Video Newsletters Will Outshine Text Newsletters 00:00 Your Client Video Testimonials Will Prove Your Credibility Beyond a Doubt 00:00 Facebook Live Will Never Scare You Again 00:00 Project Your Best Face on Skype and Zoom 00:00 Deliver Keynote Speeches Without Ever Leaving Home 00:00 Supercharge Your Public Relations Efforts With Video 00:00 The Crisis Communications Secret Weapon 00:00 Drastically Reduce Your Time Training Employees and Others 00:00 Anything You Can Type You Can Now Speak on Video 00:00 Conclusion - You are Now Ready to Use Video Successfully In All Communications 00:00

PRINCE2 (an acronym for PRojects INaControlled Environment series 2) is a de facto process-based method for effective project management. Used extensively by the UK Government, PRINCE2 is also widely recognised and used in the private sector, both in the UK and internationally. The PRINCE2 method is in the public domain, and offers non-proprietorial best practice guidance on project management.

Legal Work: Legal Work Are you interested in working in law or are you already employed in the legal field but want to learn more? The best option for you is our Level 2 Certificate in Law and Legal Work. This comprehensive Level 2 Certificate in Law and Legal Work course has described everything necessary to start a career in law and legal work. Starting from the English Legal System to aspects of law-making are explained in this Level 2 Certificate in Law and Legal Work course. Also, this Level 2 Certificate in Law and Legal Work course includes legal requirements, policies, power and procedures. Moreover, this Level 2 Certificate in Law and Legal Work course provides ideas about family welfare law, consumer protection and other relevant topics. Unlock your potential with our Level 2 Certificate in Law and Legal Work course! Main Course: Level 2 Certificate in Law and Legal Work Course Free Courses included with Level 2 Certificate in Law and Legal Work Course: Along with Level 2 Certificate in Law and Legal Work Course you will get free Level 3 Diploma In UK Employment Law Special Offers of this Level 2 Certificate in Law and Legal Work Course This Level 2 Certificate in Law and Legal Work Course includes a FREE PDF Certificate. Lifetime access to this Level 2 Certificate in Law and Legal Work Course Instant access to this Level 2 Certificate in Law and Legal Work Course Get FREE Tutor Support to this Level 2 Certificate in Law and Legal Work Course Legal Work: Legal Work Everything needed to begin a career in law and legal work has been covered in this extensive Level 2 Certificate in Law and Legal Work course. This Level 2 Certificate in Law and Legal Work course explains everything from the English legal system to various parts of the law-making process. Legal requirements, policies, power, and procedures are also covered in this Level 2 Certificate in Law and Legal Work course. In addition, this Level 2 Certificate in Law and Legal Work course offers concepts related to consumer protection, family welfare law, and other pertinent areas. Who is this course for? Legal Work: Legal Work The people who want to succeed in both their professional and personal lives should pursue this Level 2 Certificate in Law and Legal Work Training. Requirements Legal Work: Legal Work To enrol in this Level 2 Certificate in Law and Legal Work Course, students must fulfil the following requirements. To join in our Level 2 Certificate in Law and Legal Work Course, you must have a strong command of the English language. To successfully complete our Level 2 Certificate in Law and Legal Work Course, you must be vivacious and self driven. Career path Legal Work: Legal Work You can pursue a variety of careers in the legal work industry after earning the Level 2 Certificate in Law and Legal Work, including those as a legal assistant, legal secretary, legal research assistant, or in other pertinent sectors.

This course is designed to explore creative potential and hone artistic skills using ChatGPT. It covers how to use ChatGPT, generate ideas, research for a novel, create comics, and use other AI tools. Additionally, the course introduces ChatGPT for storytelling by providing prompts and refining its output to generate story ideas and characters.

10 QLS Endorsed Courses for 3D Game Developer | 10 Endorsed Certificates Included | Life Time Access

Overview This Life Hack With Colour Psychology course will unlock your full potential and will show you how to excel in a career in Life Hack With Colour Psychology. So upskill now and reach your full potential. Everything you need to get started in Life Hack With Colour Psychology is available in this course. Learning and progressing are the hallmarks of personal development. This Life Hack With Colour Psychology will quickly teach you the must-have skills needed to start in the relevant industry. In This Life Hack With Colour Psychology Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Color Psychology skills to help you advance your career. Acquire a comprehensive understanding of various Color Psychology topics and tips from industry experts. Learn in-demand Color Psychology skills that are in high demand among UK employers, which will help you to kickstart your career. This Life Hack With Colour Psychology course covers everything you must know to stand against the tough competition in the Life Hack With Colour Psychology field.  The future is truly yours to seize with this Life Hack With Colour Psychology. Enrol today and complete the course to achieve a Life Hack With Colour Psychology certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Life Hack With Colour Psychology course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Life Hack With Colour Psychology course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Life Hack With Colour Psychology course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Life Hack With Colour Psychology is suitable for anyone aspiring to start a career in Life Hack With Colour Psychology; even if you are new to this and have no prior knowledge on Life Hack With Colour Psychology, this course is going to be very easy for you to understand.  And if you are already working in the Life Hack With Colour Psychology field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Life Hack With Colour Psychology course is a win-win for you in all aspects.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements This Life Hack With Colour Psychology course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Life Hack With Colour Psychology course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online Life Hack With Colour Psychology course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Unit 01: Welcome to Lifehacking with Color Psychology Introduction: Use Color to Ramp up Your Influence 00:03:00 What Is Color and How Can It Affect You? 00:03:00 Unit 02: Taste the Rainbow: The Warm Colors Red: Warning. -This Lecture Is Not For People With High Blood Pressure! 00:06:00 Orange: Use This Color Trick to Be More Productive At Work 00:03:00 Yellow: Could This Color Be Disturbing the Peace at Home? 00:05:00 Unit 03: Cool Like That: The Cool Colors Green: Your Best Friend on a Busy Tuesday at Work 00:06:00 Blue: This Power Color Can Help Get You the Vote or the Job. 00:07:00 Purple: A Go-To Color for Gurus 00:03:00 Unit 04: The Big Crayon Box: "Special" Colors Brown and Tan: The Best Colors to Help Salvage Your Reputation. 00:07:00 Silver and Gray: For Modern People Only 00:02:00 White: How to Make Your Website More Professional. 00:04:00 Black: Learn why this Color is Best Kept OUT of the Classroom. 00:05:00 Pink: How This Color Will Help Your Sports Team Win Again and Again. 00:04:00 Unit 05: Putting It All Together Case Study #1: Influence the Audience's Mood through Color in Film/Animation 00:08:00 Case Study #2: What I Wore to my Last Job Interview 00:08:00 Case Study #3: How to Use Color Psychology to Boost Your Website (New Site) 00:13:00 Unit 06: Updates, Extras, and Goodies Thank You for Taking This Course. 00:01:00

Are you new to teaching? Do you want to start your career as an educator, but are unsure of where to start? Take the first step with our Level 3 Award in Education and Training. This qualification will give you the time to learn and develop your teaching skills, while learning from others who have already been through the process. You'll also develop an understanding of how we learn, teaching styles, assessment and more. The course is nationally recognised and offers a benchmark qualification for adult education. It's an ideal stepping stone towards a Level 4 qualification—and it's a great way to kickstart your career!

SCREEN ACTING COURSE London for Beginners will teach you effective on-camera skills, compelling auditioning & camera acting techniques.

Our popular Foundations in Acting Short Course London. Introduction to professional acting craft. For Beginners but also for newcommers to the industry and the Beck Emotional Access Technique.