17913 Courses in Cardiff delivered Online

Autism: Autism Training Course Online Do you want to work with children who have autism? Have you been inspired to work in special education due to caring for children with this condition? There are adults with Autism: Autism Training Course; perhaps you would like to assist them in improving their lives. This Autism: Autism Training Course is jam-packed with useful information that will help you progress in a rewarding job role as you advance further in your career. The Autism: Autism Training Course includes practical tips and advice to give you the skills you need to work with autistic people and help them live a more productive life. Why choose this Autism: Autism Training Course from the School of Health Care? Self-paced Autism: Autism course, access available from anywhere in the world. Autism: Autism Training Course developed by industry experts. After each module of Autism: Autism Course, there will be an MCQ quiz to assess your learning. Free PDF certificate after completing the Autism: Autism Training Course Special Offers For this Autism course This Autism course includes a FREE PDF Certificate. Lifetime access to this Autism course Instant access to this Autism course Get FREE Tutor Support from Monday to Friday in this Autism course. Courses you will Get Autism: Autism Training Course Course 01: Autism Diploma Course 02: ADHD Awareness Course 03: Dyslexia [ Note: Free PDF certificate as soon as completing the Autism: Autism Training Course] Description Autism: Autism Training Course Online This Autism: Autism Training Course consists of 09 modules. Course Curriculum of Autism: Autism Training Course Module 01: Introduction to Autism Spectrum Disorder (ASD) Module 02: Approaches to Helping People and Children with Autism Module 03: Diagnosis of Autism Module 04: Communication of Autism Module 05: Cognitive Styles and Functions in Autism Module 06: Autistic Behaviour Module 07: Organisation Systems with Autistic Individuals Module 08: Autism Awareness Module 09: Government Policies on Autism in England. Assessment Method of Autism: Autism Training Course After completing Autism: Autism Training Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Certification of Autism: Autism Training Course After completing the Autism: Autism Training Course, you can instantly download your certificate for FREE. Who is this course for? Autism: Autism Training Course Online The Autism: Autism Training Course is designed for anyone who wants to work with children or adults with autism and spread awareness about the condition. Requirements Autism: Autism Training Course Online To enrol in this Autism: Autism Training Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Autism: Autism Training Course. Be energetic and self-motivated to complete our Autism: Autism Training Course. Basic computer Skill is required to complete our Autism: Autism Training Course. If you want to enrol in our Autism: Autism Training Course, you must be at least 15 years old. Career path Autism: Autism Training Course Online After completing this Autism: Autism Training Course, you will be able to work as an SEN teacher/teaching assistant.

11-in-1 Premium Bundle | CPD QS Certified | 110 CPD Points | Gifts Hardcopy+PDF Certificate+SID - Worth £180 | Tutor Support | Lifetime Access

The course covers investigation and risk assessment of asbestos-contaminated soils and sites, including waste classification and land remediation. It will cover the current HSE and EA legislation and guidance, assessing risk to health from asbestos in soils and how to assess the land, analysis types and interpretation, and remedial actions.

Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special Superfood Nutrition: 60+ Foods For Health & Fitness Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces. The Superfood Nutrition: 60+ Foods For Health & Fitness Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This Superfood Nutrition: 60+ Foods For Health & Fitness Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This Superfood Nutrition: 60+ Foods For Health & Fitness Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this Superfood Nutrition: 60+ Foods For Health & Fitness? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Superfood Nutrition: 60+ Foods For Health & Fitness there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Superfood Nutrition: 60+ Foods For Health & Fitness course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Superfood Nutrition: 60+ Foods For Health & Fitness does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Superfood Nutrition: 60+ Foods For Health & Fitness 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. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Superfood Nutrition: 60+ Foods For Health & Fitness is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Introduction Introduction & What You Will Learn In The Course 00:02:00 Get To Know Your Instructor 00:02:00 Superfoods Introduction 00:02:00 The Basics Of A Healthy Diet The True Dieting Pyramid 00:04:00 Bodyweight And Health 00:05:00 Calories & Bodyweight In A Healthy Diet 00:02:00 The Twinkie Diet 00:02:00 How Many Calories Do You Need Daily 00:02:00 Food Composition Explained 00:03:00 Protein Composition 00:02:00 Carbohydrate Composition 00:03:00 Fat Composition 00:01:00 Food Composition Recommendations 00:03:00 Macronutrients Introduction 00:01:00 How Much Protein Should You Eat 00:02:00 How Much Fat Should You Eat 00:04:00 How Much Carbs Should You Eat Per Day 00:01:00 Macronutrient Recommendations 00:03:00 Nutrient Timing Introduction 00:02:00 Nutrient Timing Facts 00:04:00 Nutrient Timing Recommendations 00:02:00 Supplements Introduction 00:04:00 Superfood Vegetables The Benefits Of Vegetables 00:03:00 Artichokes 00:02:00 Lettuce 00:02:00 Broccoli 00:02:00 Brussels Sprouts 00:01:00 Carrots 00:01:00 Cauliflower 00:01:00 Mushrooms 00:02:00 Onions 00:02:00 Peppers 00:01:00 Spinach 00:01:00 Sweet Potatoes 00:02:00 Tomatoes 00:02:00 Superfood Grains The Benefits Of Whole Grains 00:03:00 Brown Rice 00:01:00 Oats 00:01:00 Quinoa 00:01:00 Superfood Beans & Legumes The Benefits Of Beans & Legumes 00:02:00 Beans 00:01:00 Chickpeas 00:02:00 Lentils 00:01:00 Peas 00:01:00 Superfood Fruits The Benefits Of Fruits 00:02:00 Apples 00:01:00 Apricots 00:02:00 Avocados 00:02:00 Bananas 00:01:00 Cherries 00:01:00 Dates 00:01:00 Figs 00:01:00 Grapefruits 00:02:00 Grapes 00:01:00 Lemons & Limes 00:01:00 Oranges 00:01:00 Papayas 00:01:00 Pineapples 00:01:00 Superfood Berries The Benefits Of Berries 00:02:00 Blueberries 00:01:00 Cranberries 00:01:00 Raspberries 00:01:00 Strawberries 00:02:00 Superfood Nuts & Seeds The Benefits Of Nuts & Seeds 00:02:00 Almonds 00:02:00 Brazil Nuts 00:01:00 Cashews 00:01:00 Coconuts 00:01:00 Hazelnuts 00:01:00 Macadamias 00:01:00 Peanuts 00:01:00 Pecans 00:01:00 Pumpkin Seeds 00:01:00 Sunflower Seeds 00:01:00 Walnuts 00:01:00 Superfood Meat, Poultry & Eggs The Benefits Of Meat, Poultry & Eggs 00:03:00 Eggs 00:01:00 Free Range Poultry 00:01:00 Grass Fed Beef 00:01:00 Lamb 00:01:00 Liver 00:01:00 Superfood Fish & Seafood The Benefits Of Fish & Seafood 00:02:00 Clams 00:01:00 Lobster 00:01:00 Salmon 00:01:00 Shrimp 00:01:00 Tuna 00:01:00 Miscellaneous Dark Chocolate 00:01:00 Olive & Olive Oil 00:01:00 The Right Foods For Specific Health Goals Should Women And Men Eat Differently 00:03:00 The Right Foods For Preventing Cancer 00:04:00 The Right Foods To Boost Your Metabolism 00:04:00 The Right Foods For More Energy 00:03:00 The Right Foods For Healthy Bones & Ligaments 00:02:00 The Right Foods For Preventing Heart Disease 00:03:00 The Right Foods For Muscle Gains 00:02:00 The Right Foods For Good Skin & Hair 00:04:00 The Right Foods For Fighting Stress & Depression 00:03:00 Superfoods For Special Diets The Right Foods For A High Calcium Diet 00:01:00 The Right Foods For A High Fat Diet 00:05:00 The Right Foods For A High Fiber Diet 00:03:00 The Right Foods For A High Protein Diet 00:02:00 Extra Section 0 Course Promo 00:02:00 6 Calories Explained copy 00:04:00 10 weight loss and health copy 00:03:00 12 How To Determin Your Optimal Calorie Intake copy 00:03:00 13 healthy weight ranges copy 00:02:00 20 Protein Explained copy 00:02:00 foods to boost testoerone 00:04:00

Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special Flutter & Dart Development Course Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces. The Flutter & Dart Development Course Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This Flutter & Dart Development Course Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This Flutter & Dart Development Course Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this Flutter & Dart Development Course? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Flutter & Dart Development Course there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Flutter & Dart Development Course course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Flutter & Dart Development Course does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Flutter & Dart Development Course 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. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Flutter & Dart Development Course is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Section 01: Introduction Introduction 00:02:00 Setup On Windows 00:16:00 Setup On Linux 00:14:00 Setup On Mac iOS 00:14:00 Setup On Mac Android 00:12:00 App Base Code 00:03:00 Section 02: Widgets Text 00:04:00 Container 00:04:00 Row 00:05:00 Column 00:02:00 Stack 00:02:00 Image 00:06:00 Center 00:02:00 Padding 00:03:00 Align 00:02:00 Constrained Box 00:03:00 Baseline Class 00:03:00 Aspect Ratio 00:03:00 Sized Box 00:02:00 Transform 00:03:00 Section 03: Gestures Pointers 00:06:00 Tap 00:02:00 Double Tap 00:02:00 Long Press 00:03:00 Vertical Drag 00:04:00 Horizontal Drag 00:04:00 Pan 00:04:00 Section 04: Navigation Components Scaffold 00:06:00 App bar 00:05:00 Bottom Navigation Bar 00:08:00 TabBar View 00:07:00 Drawer 00:05:00 SliverApp Bar 00:07:00 Section 05: Input/Selection Components FlatButton 00:04:00 RaisedButton 00:03:00 DropdownButton 00:09:00 TextField 00:04:00 CheckBox 00:06:00 Radio Button 00:04:00 PopupMenuButton 00:07:00 IconButton 00:04:00 ButtonBar 00:03:00 Floating Action Button 00:04:00 Switch 00:04:00 Slider 00:05:00 Date Picker 00:05:00 Time Picker 00:07:00 SimpleDialog 00:08:00 AlertDialog 00:06:00 BottomSheet 00:06:00 Expansion Panel List and Expansion Panel 00:07:00 SnackBar 00:07:00 Cupertino Setup 00:02:00 Cupertino Action Sheet 00:06:00 Cupertino Activity Indicator 00:01:00 Cupertino Alert Dialog 00:04:00 Cupertino Button 00:03:00 CupertinoPageScaffold 00:04:00 CupertinoPicker 00:04:00 CupertinoPopupSurface 00:04:00 CupertinoSegmentedControl 00:04:00 CupertinoSlider 00:04:00 CupertinoSwitch 00:03:00 CupertinoNavigationBar 00:04:00 CupertinoTabBar 00:05:00 CupertinoTabScaffold 00:04:00 CupertinoTextField 00:04:00 Section 06: Information Displays Icons 00:04:00 Chip 00:03:00 Tooltip 00:02:00 DataTable 00:09:00 Card 00:06:00 Linear Progress Indicator 00:03:00 Circular Progress Indicator 00:04:00 Section 07: Layout GridView 00:03:00 ListView & ListTile 00:04:00 Stepper & Step 00:07:00 Divider & divideTiles 00:05:00 Aligning Widgets 00:03:00 Sizing Widgets 00:03:00 Sizing Widgets 00:03:00 Add, Update and Delete Widgets 00:06:00 Section 08: Navigation & Routing Navigate To A New Screen and Back 00:06:00 Multiple Files For Each Screen 00:03:00 Send Data To A New Screen 00:05:00 Return Data From A Screen 00:05:00 Navigate With Named Routes 00:03:00 Animating A Widget Across Screens 00:02:00 Stateless vs Stateful Widgets 00:08:00 Section 09: Animation Tween Animation 00:07:00 Staggered Animation 00:04:00 Reverse and Stop Animations 00:02:00 Section 10: Platform Specific Code Call Android Java Code 00:08:00 Send Parameters To Android Java Code 00:07:00 Call Android Kotlin Code 00:08:00 Send Parameters To Android Kotlin Code 00:05:00 Call iOS Objective-C Code 00:10:00 Send Parameters To iOS Objective-C Code 00:05:00 Call iOS Swift Code 00:08:00 Send Parameters To iOS Swift Code 00:05:00 Section 11: Building & Releasing Remove Debug Badge 00:01:00 Build & Release For Android 00:04:00 Build & Release For iOS 00:06:00 Section 12: Networking Fetch Data From The Internet 00:13:00 Making authenticated requests using HTTP Headers 00:03:00 Parsing JSON In The Background 00:17:00 Working With WebSockets 00:10:00 Section 13: Data Persistence Reading & Writing Files On The Server Using SQL Injection Vulnerability 00:06:00 Storing Key-Value Data On Disk 00:03:00 Data Persistence Using SQLite 00:04:00 Section 14: Creating An App Calculator Part 1 - TabBar Creation 00:12:00 Calculator Part 2 - Implementing The Tabs 00:05:00 Calculator Part 3 - Tab Persistence 00:03:00 Changing Android App Icon 00:05:00 Changing iOS App Icon 00:01:00 Change App Display Name 00:05:00 Assignment Assignment - Flutter & Dart Development Course 00:00:00

Overview of Interior Design Dive into the vibrant world of interior design with the Interior Design Complete Training bundle. As the UK's interior design sector is set to be worth £25 billion by 2027, there's never been a better time to embark on this creative journey. This comprehensive bundle equips you with all you need, from understanding popular styles to mastering colour theory and space planning. By its conclusion, you'll be adept at styling spaces that charm and captivate, ready to tackle any design challenge. Embark on a fulfilling career in this booming industry today. Improving and moving forward is key to getting ahead personally. The Interior Design course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! Get a Quick Look at The Course Content: This Interior Design Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Interior Design. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. 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 Interior Design course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Interior Design is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  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 You don't need any educational qualification or experience to enrol in the Interior Design 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 course. Career Path The certification and skills you get from this Interior Design Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Interior Design Course Module 1: Introduction to Interior Design 00:25:00 Module 2: Design Principles 00:23:00 Module 3: Project Overview 00:30:00 Module 4: Design Elements 00:22:00 Module 5: Design Elements Practical Components 00:32:00 Module 6: Room by Room Design 00:23:00 Module 7: Popular Interior Designs 00:22:00 Module 8: Sustainable Design 00:19:00 Module 9: Presenting Your Ideas 00:20:00 Module 10: Managing Interior Design Business 00:24:00 Assignment Assignment - Interior Design 00:00:00

Youth Work: Youth Work Diploma Online Training Youth workers plan, organise and supervise community programs for young people. It enables young people to naturally develop their voice, influence, and place in society, allowing them to reach their full potential. Young people need to develop strong interpersonal and social skills. This Youth Work: Youth Work Diploma Level 2 course will teach you how to organise youth work and youth engagement activities. The fundamentals of outdoor management and the skills and responsibilities of youth workers will be discussed. In addition, you will learn how to plan, organise, and supervise community programs aimed at young people. You will be introduced to various methodologies and models that have influenced modern youth work practices through both practical and theoretical training. This Youth Work: Youth Work Diploma Level 2 course's lessons have been designed so that anyone with no prior knowledge of the subject can easily dive into them. So, enrol now and successfully start your career. Why choose this Youth Work Diploma Level 2 course from the School of Health Care? Unlimited access to the course for 12 months. Instant e-certificate and hard copy dispatch by next working day. Course material developed by qualified professionals. Self-paced learning is accessible via laptop, tablet and smartphone. 24/7 Learning assistance and tutor support. No hidden fees or exam charges. Discounts on bulk purchases. >> Main Course: Level 2 Youth Work Certificate >> Free Courses Course 01: Mental Health Support Worker Course 02: Drug and Alcohol Awareness Training Course 03: Level 2 Award in Suicide Awareness Special Offers of this Youth Work: Youth Work Diploma Level 2 Course: This Youth Work: Youth Work Diploma Level 2 Course includes a FREE PDF Certificate. Lifetime access to this Youth Work: Youth Work Diploma Level 2 Course Instant access to this Youth Work: Youth Work Diploma Level 2 Course 24/7 Support Available to this Youth Work: Youth Work Diploma Level 2 Course [Note: Free PDF certificate as soon as completing the Youth Work: Youth Work Diploma Level 2 course] Youth Work: Youth Work Diploma Online Training Learning Objectives After completing this Youth Work Diploma Level 2 course, the learner will be able to: Understand the fundamentals of youth work. Recognise who are youth workers. Know the role and approaches of youth workers. Explain the ethical conduct and principles in youth work. Describe the social change in youth development work. Know the National Youth Agency (NYA). Explain youth work according to the EU. Know the mental health of youth workers. Deal with stress. Describe youth justice and social work. Course Curriculum >> Level 2 Youth Work Certificate Module 01: Overview to Youth Work Module 02: Youth Workers: Who Are They? Module 03: Role and Approaches of Youth Worker Module 04: Ethical Conduct and Principles in Youth Work Module 05: Career as a Youth Worker (Social Work) Module 06: Social Influences on Youth Worker Module 07: The National Youth Agency (NYA) Module 08: The EU on Youth Work Module 09: Mental Health of Youth Worker Module 10: Dealing with Stress Module 11: Youth Justice and Social Work >-----------------< Assessment Method of Youth Work After completing Youth Work: Youth Work Diploma Level 2 Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Youth Work After completing the Youth Work: Youth Work Diploma Level 2 course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £15. Who is this course for? Youth Work: Youth Work Diploma Online Training This Youth Work: Youth Work Diploma Level 2 is open to people of all backgrounds. Individuals in related professions can also enrol in this course to refresh or strengthen their skills. In addition, students can take this course to gather professional knowledge besides their study or for the future. Requirements Youth Work: Youth Work Diploma Online Training Special Offers of this Youth Work: Youth Work Course: This Youth Work: Youth Work Diploma Level 2 Course includes a FREE PDF Certificate. Lifetime access to this Youth Work: Youth Work Diploma Level 2 Course Instant access to this Youth Work: Youth Work Diploma Level 2 Course 24/7 Support Available to this Youth Work: Youth Work Diploma Level 2 Course Career path Youth Work: Youth Work Diploma Online Training Enrol in the Youth Work: Youth Work Diploma Level 2 course today to learn the skills and knowledge required to work with young people and organise youth activities. Opportunities in this field are: Youth Worker Working within a community organisation PE Teacher Social Worker

Special Offer | 8-in-1 Premium Bundle | CPD Approved | Updated Lesson Plan | 1 Free PDF Certificate | 24/7 Tutor Support

CPD Certified | 8-in-1 Premium Diploma | 1 Free PDF Certificate | Updated Lesson Plan | Tutor Support

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