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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

There are sufficient people experiencing wellbeing worries because of what they have been taking in for years. With most of, the contaminations out there, imagine what will it be like for other generation. Each of us can roll out some positive change. However, if you are prepared to begin living green and to do your part to decrease the carbon footprint you have set on this Earth, the time has come to find out about the different ways you can do as such. It is never too late to roll out some positive improvements to your behaviour so you can live more advantageous thus can everybody around you. Course Highlights Healthy Environment Course is an award winning and the best selling course that has been given the CPD Certification & IAO accreditation. It is the most suitable course anyone looking to work in this or relevant sector. It is considered one of the perfect courses in the UK that can help students/learners to get familiar with the topic and gain necessary skills to perform well in this field. We have packed Healthy Environment Course into 9 modules for teaching you everything you need to become successful in this profession. To provide you ease of access, this course is designed for both part-time and full-time students. You can become accredited in just 8 hours, 55 minutes and it is also possible to study at your own pace. We have experienced tutors who will help you throughout the comprehensive syllabus of this course and answer all your queries through email. For further clarification, you will be able to recognize your qualification by checking the validity from our dedicated website. Why You Should Choose Healthy Environment Course Lifetime access to the course No hidden fees or exam charges CPD Accredited certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential. Who is this Course for? Healthy Environment Course is CPD certified and IAO accredited. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic backgrounds. Requirements Our Healthy Environment Course is fully compatible with any kind of device. Whether you are using Windows computer, Mac, 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 You will be ready to enter the relevant job market after completing this course. You will be able to gain necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD and IAO accredited so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume. Chapter-01 Introduction 01:00:00 Chapter-02 Recycle It! 01:00:00 Chapter-03 Energy at Home 01:00:00 Chapter-04 Reduce the Use of Paper Products 01:00:00 Chapter-05 Transportation 01:00:00 Chapter-06 Lawn Care & Organic Gardening 01:00:00 Chapter-07 Additional Tips for a Greener You! 01:00:00 Chapter-08 Let's Recap! 01:00:00 Chapter-09 Conclusion 00:15:00 Mock Exam Mock Exam- Healthy Environment Course 00:20:00 Final Exam Final Exam- Healthy Environment Course 00:20:00

Course Description Get instant knowledge from this bite-sized Dangerous Substances and Explosive Atmospheres Regulations: Part 2 course. This course is very short and you can complete it within a very short time. In this Dangerous Substances and Explosive Atmospheres Regulations: Part 2 course you will get fundamental ideas of dangerous substances and explosive atmospheres regulations, the key understanding of risk assessment, protection system and so on. Enrol in this course today and start your instant first step towards learning about safe working with flammable substances. Learn faster for instant implementation. Learning outcome  Familiarise with safe working with flammable substances Gain in-depth knowledge of risk assessment Deepen your understanding of equipment and protection system Requirement Our Dangerous Substances and Explosive Atmospheres Regulations: Part 2 is fully compatible with any kind of device. Whether you are using Windows computer, Mac, 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. Dangerous Substances and Explosive Atmospheres Regulations: Part 2 Module 01: Safe Working with Flammable Substances 00:17:00 Module 02: Equipment and Protection System 00:33:00 Module 03: Risk Assessment 00:25:00 Assignment Assignment - Dangerous Substances and Explosive Atmospheres Regulations: Part 2 00:00:00

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The HACCP Level 3 Food Safety course is a comprehensive course that covers the basics of the HACCP system and food safety legislation. You will learn about the different types of food hazards and how to prevent them.

Child Safeguarding Course Description The Child Safeguarding Level 3 course offers the opportunity to gain helpful insights into the fundamental aspects of safeguarding children. Whether your job is related to working with children and their families or want to develop your understanding of safeguarding children for getting employment in this field, then enrolling in this course will perfectly suit you. The course comprises a variety of topics including how to adequately safeguard children using the inherent standards, functions and liabilities of working with children, the necessity of Child Protection, Children Act and relevant legislation, how to recognise child abuse and vulnerability, and how to promote the accurate way of safeguarding children and become more alert regarding maltreatment, vituperation, and negligence. Assessment This course does not involve any MCQ test. Students need to answer assignment questions to complete the course, the answers will be in the form of written work in pdf or word. Students can write the answers in their own time. Once the answers are submitted, the instructor will check and assess the work. Child Safeguarding Course Certification After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Child Safeguarding Course for? Child Safeguarding Level 3 is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our Child Safeguarding Level 3 is fully compatible with any kind of device. Whether you are using Windows computer, Mac, 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 After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Child Safeguarding Level 3 Module 1: Safeguarding Children 00:20:00 Module 2: Legal Context 01:00:00 Module 3: What is Child Protection 00:30:00 Module 4: Vulnerability 00:20:00 Module 5: Child Safeguarding Standards and Implementation 00:45:00 Module 6: Child Safeguarding Standard 1: Policy 00:15:00 Module 7: Child Safeguarding Standard 2: People 00:25:00 Module 8: Child Safeguarding Standard 3: Procedures 00:30:00 Module 9: Child Safeguarding Standard 4: Accountability 00:15:00 Module 10: Understanding Child Protection Issues 00:30:00 Module 11: Dealing with a Child Protection Concern 00:20:00 Module 12: The Local Authority Designated Officer (LADO) Role 01:00:00 Module 13: Referral to the Disclosure & Barring Service (DBS) 01:00:00 Module 14: Safeguarding and Child Protection Good Practice 00:45:00 Assessment Assignment - Child Safeguarding Level 3 00:00:00 Order Your Certificates and Transcripts Order Your Certificates and Transcripts 00:00:00

Course overview Learn the essential site management and security technique from this Site Management Safety Training course and ensure the best and safest working environment for your team. This course will assist you to maintain all the regulation of site management and boost your productivity in no time. The Site Management Safety Training course is one of the most demanding course about site management. You'll get to know abut the skills you need to have to work in the construction sector. You'll learn the rules and regulations of site management, best practices and safety measures. This course will strengthen your basics and enhance your understanding about site management. The interactive and easily understandable lessons will teach you site management techniques effectively. Please Note: This Site Management Safety Training Course isn't endorsed or related to CITB. Therefore, the certificate issued after the successful completion of the course won't be recognised by CITB. Learning outcomes Learn about the principles of site management Know about the safety procedures and its importance in site management Ensure the safety of the staffs while working in a site Be able to assess risk Familiarise with risk management procedures Be able to mitigate risks when working with electricity and scaffolding Learn about the safety in excavation areas and confined spaces Who Is This Course For? Anyone interested in learning site management most efficiently can take this Site Management Safety Training course. The skills gained from this training will provide excellent opportunities for career advancement.  Entry Requirement This course is available to all learners of all academic backgrounds. Learners should be aged 16 or over. Good understanding of English language, numeracy and ICT skills are required to take this course. Certification After you have successfully completed the course, you will obtain an Accredited Certificate of Achievement. And, you will also receive a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy for £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why Choose Us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos and materials from the industry-leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; United Kingdom & internationally recognised accredited qualification; Access to course content on mobile, tablet and desktop from anywhere, anytime; Substantial career advancement opportunities; 24/7 student support via email. Career Path The Site Management Safety Training course provides essential skills that will make you more effective in your role. It would be beneficial for any related profession in the industry, such as: Site Managers Property Supervisors Project Managers Site Instructors Security Professionals Site Supervisors Site Management Safety Training Module 01: Health and Safety at Work 00:22:00 Module 02: Site Set-Up 00:34:00 Module 03: Construction Design and Management (CDM) Regulations 00:17:00 Module 04: Risk Identification, Assessment and Management 00:31:00 Module 05: Behavioural Safety 00:22:00 Module 06: Management of Occupational Health 00:34:00 Module 07: Electricity 00:31:00 Module 08: Working at Height 00:29:00 Module 09: Scaffolding 00:21:00 Module 10: Excavations and Confined Space 00:37:00 Module 11: Demolition 00:24:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Child protection and Risk Assessment Course Introducing Our Comprehensive Course Child Protection and Risk Assessment Are you passionate about the well-being of children and their safety? Do you want to make a positive impact on the lives of vulnerable young ones? If so, our course on Child Protection and Risk Assessment is tailor-made for you! This comprehensive Child Protection and Risk Assessment course is designed to equip you with the knowledge, skills, and strategies necessary to effectively protect children and assess potential risks they may face. With this Child Protection and Risk Assessment course gain insights into the principles of child protection, child rights, and the legal framework surrounding child protection. Through this Child Protection and Risk Assessment course you will learn how to identify vulnerable children and the various risk factors that can compromise their safety and well-being. Our Child Protection and Risk Assessment course is led by experienced professionals in the field of child protection. After completing the Child Protection and Risk Assessment course you will receive a recognized certification, showcasing your commitment to child protection. Don't Miss This Opportunity to learn about Child Protection and Risk Assessment. Investing in your knowledge and skills to protect children is an investment in a brighter and safer future for generations to come. Join our Child Protection and Risk Assessment course and be a part of the change! Enrol in our Child Protection and Risk Assessment today to secure your spot and play a vital role in safeguarding children from harm. Special Offers of this Lifeguard: Lifeguard Course This Child Protection and Risk Assessment Course includes a FREE PDF Certificate. Lifetime access to this Child Protection and Risk Assessment Course Instant access to this Child Protection and Risk Assessment Course Get FREE Tutor Support to this Child Protection and Risk Assessment Course Child protection and Risk Assessment Course The Child Protection and Risk Assessment Course is expertly led by experienced professionals dedicated to safeguarding children. This Child Protection and Risk Assessment Course equips you with the critical knowledge and skills to identify and manage risks in child protection settings. Upon completing the Child Protection and Risk Assessment Course, you'll receive a recognized certification, demonstrating your commitment to ensuring children's safety and well-being. Enhance your career prospects and contribute to a safer environment for children. Enroll today in the Child Protection and Risk Assessment Course and take the first step towards making a meaningful difference. Who is this course for? Child protection and Risk Assessment Course This Child Protection and Risk Assessment course is perfect for anyone with a passion for child protection and advocacy. This Child Protection and Risk Assessment course is also suitable for educators, teachers and Social Workers. Requirements Child protection and Risk Assessment Course To enrol in this Child protection and Risk Assessment Course, students must fulfil the following requirements. To join in our Child protection and Risk Assessment Course, you must have a strong command of the English language. To successfully complete our Child protection and Risk Assessment Course, you must be vivacious and self driven. To complete our Child protection and Risk Assessment Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Child protection and Risk Assessment Course. Career path Child protection and Risk Assessment Course Here are some potential career paths you could pursue: Child Protection Specialist Social Worker Child Advocacy Coordinator Child and Family Therapist Child Helpline Operator Child Protection Consultant

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