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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

Are you ready to transform your team into a powerhouse of productivity and collaboration? Introducing our cutting-edge Team Management Course, designed to equip leaders with the skills and strategies needed to inspire, motivate, and lead their teams to success. Effective team management can boost employee engagement by 14%, leading to better performance. And a massive 89% of respondents believe teamwork across departments is important for job satisfaction. Don't miss out on this opportunity to elevate your leadership skills and drive your team to new heights. Enrol in our Team Management Course today and start your journey towards becoming an exceptional leader. Key Features: CPD Certified Team Management Training course Free Certificate from Reed CIQ Approved Team Management Training course Developed by Specialist Lifetime Access Why Choose Our Team Management Training Course? By choosing our Team Management Training course is a smart investment in your professional future. Our Team Management Training course is designed by industry professionals to stay ahead of trends, offering the most current and relevant content. This Team Management Trainingcourse provides you with the tools and knowledge needed to excel in today's competitive landscape. With flexible learning options and a commitment to your success, our Team Management Training course is the key to unlocking your potential and advancing your professional journey. Course Curriculum Module 01: You are the Boss of You Module 02: Understanding Motivation Module 03: Leadership as Service Module 04: Trusting Your Team Module 05: Earning the Trust of Your Team Module 06: Leadership by Design Module 07: The Importance of Tone Module 08: Is it Better to be Loved or Feared Module 09: Constructive Criticism Module 10: Building and Reinforcing Your Team Learning Outcomes: Understand personal accountability and self-leadership within Team Management. Identify key motivational factors to inspire team members through Team Management. Learn how to provide service-oriented leadership for effective Team Management. Develop strategies for building trust within your team in Team Management. Gain methods for earning and maintaining team trust through Team Management. Master constructive criticism techniques for positive team development in Team Management. CPD 10 CPD hours / points Accredited by CPD Quality Standards Team Management Training: How to Be a Better Leader 1:05:39 1: Module 01: You are the Boss of You 05:53 2: Module 02: Understanding Motivation 06:10 3: Module 03: Leadership as Service 06:10 4: Module 04: Trusting Your Team 06:09 5: Module 05: Earning the Trust of Your Team 06:09 6: Module 06: Leadership by Design 06:38 7: Module 07: The Importance of Tone 07:13 8: Module 08: Is it Better to be Loved or Feared 05:50 9: Module 09: Constructive Criticism 05:40 10: Module 10: Building and Reinforcing Your Team 07:47 11: CPD Certificate - Free 01:00 12: Leave A Review 01:00 Who is this course for? This Team Management Training course is accessible to anyone eager to learn more about this topic. Through this course, you'll gain a solid understanding of Team Management. Moreover, this course is ideal for: Managers seeking to enhance their leadership and team management skills. Aspiring leaders aiming to develop effective team management and leadership techniques. Professionals transitioning into leadership roles within their organisations. Team leads looking to build stronger, more cohesive teams through team management. Entrepreneurs striving to cultivate leadership skills for business success. Requirements There are no requirements needed to enrol into this Team Management Trainingcourse. We welcome individuals from all backgrounds and levels of experience to enrol into this Team Management Training course. Career path After finishing this Team Management Training course you will have multiple job opportunities waiting for you. Some of the following Job sectors of Team Management Training are: Team Leader Project Manager Human Resources Manager Operations Manager Business Development Manager Training and Development Specialist Certificates Digital certificate Digital certificate - Included Reed Courses Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Is learning to draw or paint on your bucket list? On this short course, learn to draw and paint a floral 5x7 greeting card using watercolour paints. This is a great way to begin your painting journey with step by step video instruction in this self guided virtual class. Class includes: -Drawing a floral composition -Using pen/ink for drawing -Using watercolour paints -Creating a greeting card

Level 4 QLS Endorsed Course | CPD Accredited | Audio Visual Training | Free PDF Certificate | Lifetime Access

Create your own unique sunflower greeting cards in this Beginner's Watercolour class. Join me in this step-by-step class to create, draw and paint a 5x7" floral sunflower card!

The Facial Beauty Certificate Course is designed to provide learners with the fundamental skills and knowledge to fast track their career in the skincare industry, introducing a range of skin conditions and information about their treatments. You will learn about the anatomy of the human skin, skin hygiene and safety best practice, contraindications to skincare treatment, and much more.  This introductory training course includes specialist knowledge, user-friendly and audio-visual material that will take you through all the essential knowledge you need to know to provide quality facial treatments for clients, friends or loved ones. If you're an aspiring beautician or are suffering from a severe skin disease, then this is the ideal course for you.  Learning Outcomes:  Demonstrate in-depth knowledge of the structure and anatomy of the skin Identify the three main layers of the skin and understand their function Familiarise with a wide range of common skin diseases and their treatments Learn how to cure skin conditions such as acne, eczema and rosacea Earn an accredited qualification to kickstart your career as a qualified dermatologist Have an awareness of skin hygiene, health and safety regulations Gain a solid understanding of the contraindications to facials and facial treatments Learn how to diagnose your client's skin conditions and offer professional advice Why Choose this Course? Earn a digital Certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full Tutor Support on Weekdays Who is this Facial Beauty Certificate Course for? This introductory course is a must for beauty professionals and those looking for a formal qualification to fast-track their career in the skincare industry. The course is also ideal for anyone who wants to gain a deeper understanding of the science behind glowing skin and how to treat different skin care conditions. Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Online study materials Video lessons Mock exams Certification Certification After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Requirements This Facial Beauty Certificate Course is fully compatible with any kind of device. Whether you are using Windows computer, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path Once the course has been successfully completed, you will receive an accredited certificate as proof of your new skills, which you can use to help you kickstart a career in the following professions:  Dermatologist Beautician Skin Therapist Skin Care Specialist

We all suffer from mild fever, cold, cough, cynas, headache etc. every now and them. But it's not possible to visit the doctors evrytime due to the busy life schedule and medical expenses. So what if you could take care of yourself and your loved ones with natural medicine made from herbs and plants? You don't to run to the doctors at night and wait in the long queue while suffering! Enrol in this herbalist course to learn about natural remedis that you could make with plants available surrounding your household. Use herbal medicine to take control of your health. Herbs and natural holistic medicine are simple, effective, and safe to use. Begin preparing your first herbal remedy right away. It's simpler than you think! For beginners, the course is life changing. For those who already have some experience, it has filled in the gaps. Why would you choose the Herbalist course: Lifetime access to Herbalist course materials Full tutor support is available from Monday to Friday with the Herbalist course Gain a complete understanding of Herbalist course Accessible, informative Herbalist learning modules designed by experts Get 24/7 help or advice from our email and live chat teams with the Herbalist Study Herbalist in your own time through your computer, tablet or mobile device A 100% learning satisfaction guarantee with your Herbalist course Curriculum Breakdown of the Herbalist Course Introduction to Herbal Medicine Regulations and Safety Introduction to Botany Chemistry of Herbs Preparation of Herbal Remedies Herbal Hair and Skin Care Herbalist Approach and Conventional Herbal Medicines Herbs of Bible and China Ayurvedic Medicine Aromatherapy Creating a Successful Herbal Business CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Herbalist course helps aspiring professionals who want to obtain the knowledge and familiarise themselves with the skillsets to pursue a career in Herbalist. It is also great for professionals who are already working in Herbalist and want to get promoted at work. Requirements To enrol in this Herbalist course, all you need is a basic understanding of the English Language and an internet connection. Career path The Herbalist course will enhance your knowledge and improve your confidence. Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each

Indulge your passion for chocolate and transform it into a skill with our comprehensive Chocolate Making Training. Whether you're a budding chocolatier, a baking enthusiast, or simply a chocolate lover, this course is designed to take your appreciation of chocolate to the next level. Join us on this delectable journey and master the art of chocolate making from scratch. Key Features: CPD Certified Free Certificate from Reed CIQ Approved Developed by Specialist Lifetime Access This Chocolate Making Training course offers a comprehensive guide to becoming a skilled chocolatier. You will start with the basics, learning about the history and types of chocolate. You'll then dive into the chocolate-making process, understanding how to transform cocoa beans into delicious bars. The course also covers a variety of chocolate cake recipes, teaching you how to bake rich, moist cakes with different techniques and flavors. Additionally, you'll explore more advanced recipes, creating a range of chocolate treats and desserts. By the end of the course, you'll have the knowledge and skills to make high-quality chocolate products, from bars to cakes and other delightful confections. Whether you're a beginner or looking to enhance your chocolate-making abilities, this training will provide you with all the essential tools and techniques. Course Curriculum Module 01: Introduction to Chocolate Module 02: Making Chocolate: From Bean to Bar Module 03: Chocolate Cake Recipes Module 04: More Recipes of Chocolate Learning Outcomes Understand the history and varieties of chocolate. Learn the process of making chocolate from bean to bar. Master essential techniques for crafting chocolate cakes. Explore a variety of advanced chocolate recipes. Gain knowledge of chocolate production from raw ingredients. Develop skills in creating diverse chocolate-based confections. CPD 10 CPD hours / points Accredited by CPD Quality Standards Chocolate Making Training 51:42 1: Module 01: Introduction to Chocolate 10:51 2: Module 02: Making Chocolate: From Bean to Bar 12:59 3: Module 03: Chocolate Cake Recipes 10:11 4: Module 04: More Recipes of Chocolate 16:41 5: CPD Certificate - Free 01:00 Who is this course for? Aspiring chocolatiers seeking foundational knowledge. Baking enthusiasts interested in chocolate creations. Culinary students expanding their dessert repertoire. Hobbyists passionate about chocolate making. Entrepreneurs starting a chocolate-based business. Career path Chocolatier Pastry Chef Bakery Owner Dessert Specialist Culinary Instructor Food Product Developer Certificates Digital certificate Digital certificate - Included Reed Courses Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Obsessive Compulsive Disorder (OCD) is a debilitating mental health condition that affects people of all ages and walks of life. However, there are effective treatments available, and it is possible to overcome this disorder. The first step is to have Obsessive Compulsive Disorder (OCD) Awareness Training. Obsessive Compulsive Disorder (OCD) Awareness Training will help you take control of your life and set yourself free from OCD. Whatever type of OCD you are suffering from or want to know about, this course will help you understand how to identify and deal with these symptoms in an effective manner so that OCD symptoms don't prevent you or your loved ones from living a happy life. Learning Outcome Find out more about the causes, symptoms, and indicators of OCD. Learn to recognise and address particular OCD symptoms. Know how to treat OCD Recognise the best ways to address OCD Study relapse prevention and recovery for OCD What will Make You Stand Out? On completion of this Obsessive Compulsive Disorder (OCD) Awareness Training online course, you will gain: CPD QS Accredited Proficiency After successfully completing the course, you will be eligible to order your certificate. Lifetime access to the whole collection of learning materials. Enroling in the Course has no additional cost. 24x7 Tutor Support You can study and complete the course at your own pace. Course Curriculum Obsessive Compulsive Disorder (OCD) Awareness Training Module 01: Introduction to Obsessive Compulsive Disorder (OCD) Module 02: Signs, Symptoms and Causes of OCD Module 03: Identifying and Treating Specific OCD Symptoms Module 04: Treatment for OCD Module 05: Treating Children with OCD Module 06: Overcoming OCD Module 07: Relapse Prevention and Recovery Module 08: Living with OCD Show off your new skills with a certificate of completion - Digital Certificate: CPD Accredited : £4.99 Hardcopy: Hardcopy Certificate: £9.99 (FREE UK Delivery) Hardcopy Transcript: £9.99 CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Is This Course the Right Option for You? This Obsessive Compulsive Disorder (OCD) Awareness Training course is open to everybody. You can access the course materials from any location in the world and there are no requirements for enrolment. Requirements Without any formal requirements, you can delightfully enrol in this Obsessive Compulsive Disorder (OCD) Awareness Training course. Just get a device with internet connectivity and you are ready to start your learning journey. Thus, complete this course at your own pace. Career path The aim of this exclusive Obsessive Compulsive Disorder (OCD) Awareness Training course is to help you toward your dream career. So, complete this course and enhance your skills to explore opportunities in relevant areas.

Unlock the power to protect and support the most vulnerable in our society with our comprehensive course on safeguarding adults and dementia care. Designed for those who are committed to making a difference, this course will equip you with the essential knowledge and skills to recognise and respond to various forms of abuse. Learn to navigate the complexities of safeguarding duties and responsibilities with confidence and care, ensuring that you can act decisively and compassionately in any situation. Our curriculum dives deep into understanding the nuances of abuse and how to handle each scenario with the utmost sensitivity and respect. Key Features: CPD Certified Free Certificate from Reed CIQ Approved Developed by Specialist Lifetime Access Moreover, our course offers an insightful journey into the realm of dementia care. You will explore the unique challenges faced by individuals with dementia and discover effective strategies to support their well-being and dignity. Through engaging content, you'll gain a profound understanding of the legal frameworks and mental capacity considerations that underpin safeguarding practices. This is more than just a learning experience; it's a chance to make a real impact. Empower yourself with the knowledge to protect, support, and advocate for adults in need, and become a cornerstone of compassionate care in your community. Course Curriculum Module 01: Safeguarding Adults Basics Module 02: Abuse of Adults Module 03: Categories of Abuse Module 04: Responding to Abuse Module 05: Safeguarding Duties and Responsibilities Module 06: Dementia Care Module 07: Safeguarding and Mental Capacity Module 08: Other Key Legislations Learning Outcomes Understand fundamental principles of safeguarding adults basics. Identify various types and signs of adult abuse. Respond appropriately and effectively to cases of abuse. Recognise safeguarding duties and responsibilities in care settings. Provide compassionate dementia care tailored to individual needs. Apply safeguarding principles considering mental capacity and legislation. CPD 10 CPD hours / points Accredited by CPD Quality Standards Safeguarding Adults Basics and Dementia Care (Level 1) 1:30:19 1: Module 01: Safeguarding Adults Basics 07:22 2: Module 02: Abuse of Adults 05:01 3: Module 03: Categories of Abuse 08:52 4: Module 04: Responding to Abuse 07:25 5: Module 05: Safeguarding Duties and Responsibilities 16:17 6: Module 06: Dementia Care 20:52 7: Module 07: Safeguarding and Mental Capacity 12:52 8: Module 08: Other Key Legislations 10:38 9: CPD Certificate - Free 01:00 Who is this course for? Care home staff and support workers Family members caring for loved ones Social workers and case managers Healthcare assistants and nurses Community volunteers in elder care Career path Adult safeguarding officer Dementia care coordinator Social care worker Residential care assistant Community support worker Mental health advocate Certificates Digital certificate Digital certificate - Included Reed Courses Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.