6967 Courses

Highlights of the Course Course Type: Self-paced online course Duration: 25 minutes Tutor Support: Tutor support is included Customer Support: 24/7 customer support is available Quality Training: The course is designed by an industry expert Recognised Credential: Recognised and Valuable Certification Completion Certificate: Free Course Completion Certificate Included Instalment: 3 Installment Plan on checkout What you will learn from this course? Understand the fundamentals of fire extinguisher training Recognise the different kinds of fire extinguishers Apply various fire safety tools and techniques to deal with fire emergencies Understand what precautions you need to take before fighting a fire Ascertain whether using a fire extinguisher will be safe Know how to operate a fire extinguisher more effectively Transform into a competent and confident fire safety professional Understand how to use the skills you gained in this course in a practical setting Fire Extinguisher Training This Fire Extinguisher Training Course will help you gain knowledge about the several kinds of fire extinguishers that may be available around you as well as provide you with skills to use them efficiently and safely in case of any fire emergency. You will learn from expert instructors with experience in the field who will impart the most relevant expertise and best practices. Types of fire extinguishers Hierarchy of fire prevention Assessing a fire emergency Operate fire extinguishers effectively and safely Other tools to prevent and handle fire emergencies Essential skills, confidence and competence to assist you in the health and safety industry Core competencies required to drive a successful career in the health and safety industry This Obtain Your Certificate of Achievement course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. This Obtain Your Certificate of Achievement course has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course is not regulated by Ofqual and is not an accredited qualification. Who is this course for? This course is ideal for supervisors who are in charge of organising, directing, or overseeing the fire safety precautions and procedures of their workplace Fire safety professionals and fire wardens looking to refresh their skills and knowledge can also take this Fire Extinguisher Training Course Employers thinking of implementing a proper fire emergency preventive measure within the workplace can also take this Fire Extinguisher Training Course This course can also be taken by employees who want to upgrade their skills and knowledge about the use of fire extinguishers in order to keep themselves and others around them safe Entry Requirements This Fire Extinguisher Training Course has no academic prerequisites and is open to students from all academic disciplines. You will, however, need a laptop, desktop, tablet, or smartphone and a reliable internet connection. Assessment This Fire Extinguisher Training Course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure.  Through the MCQs, it is measured how much a learner can grasp from each section. In the assessment, the pass mark is 60%. Advance Your Career This Fire Extinguisher Training Course will provide you with significant opportunities to enter the relevant job market and select your desired career path. Additionally, by showcasing these skills on your resume, you will be able to develop your career, face more competitors in your chosen sector, and increase your level of competition. If you are looking for Manual Handling Training, enrol into our affordable and highly informative course, which will open your door towards a wide range of opportunities within your chosen sector.  Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Module 1: Fire Extinguishers Module 2: Pre-Engagement Action Module 3: Using a Fire Extinguisher Obtain Your Certificate of Achievement Order Your Certificate of Achievement 00:00:00

Highlights of the Course Course Type: Online Learning Duration: 3 hours 40 minutes Tutor Support: Tutor support is included Customer Support: 24/7 customer support is available Quality Training: The course is designed by an industry expert Recognised Credential: Recognised and Valuable Certification Completion Certificate: Free Course Completion Certificate Included Instalment: 3 Installment Plan on checkout What you will learn from this course? Gain comprehensive knowledge about fire safety Understand the core competencies and principles of fire safety Explore the various areas of fire safety Know how to apply the skills you acquired from this course in a real-life context Become a confident and expert fire marshal or fire wardens Fire Marshal for Care Homes This fire marshal for care homes course is accredited by the CPD UK. CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Current legislation, The Regulatory Reform (Fire Safety) Order 2005, applies to all workplaces regardless of the number of employees and requires employers to provide adequate training in fire awareness for all members of their staff. Our online fire safety training courses are aimed at all employees to assist them in identifying and reducing the risk that fire presents in the workplace. This fire marshal for care homes course covers the same content as the Fire Marshal course with additional content tailored specifically for employees that work in care homes. Who is this Course for? This comprehensive Fire Marshal for Care Homes course is ideal for anyone wishing to boost their career profile or advance their career in this field by gaining a thorough understanding of the subject. Anyone willing to gain extensive knowledge on this fire safety can also take this course. Whether you are a complete beginner or an aspiring professional, this course will provide you with the necessary skills and professional competence, and open your doors to a wide number of professions within your chosen sector. Entry Requirements This Fire Marshal for Care Homes course has no academic prerequisites and is open to students from all academic disciplines. You will, however, need a laptop, desktop, tablet, or smartphone, as well as a reliable internet connection. Assessment This Fire Marshal for Care Homes course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Advance Your Career This Fire Marshal for Care Homes course will provide you with a fresh opportunity to enter the relevant job market and choose your desired career path. Additionally, you will be able to advance your career, increase your level of competition in your chosen field, and highlight these skills on your resume. Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. Course Curriculum Module 1: Chemistry of Fire Module 2: Common Causes of Fire Module 3: Basic Safety Features in Buildings Module 4: Introduction to Fire Extinguishers Module 5: What to do in Cases of Fire? Module 6: Fire Statistics Module 7: Current Fire Safety Legislation Module 8: Fire Risk Assessment Module 9: Preventative Measures Module 10: Safety Features within Buildings Module 11: Role of the Fire Marshal Module 12: Action on Fire Discovery Module 13: Fire Drills and Evacuation Module 14: Fire Extinguishers Module 15: Pre-Engagement Action Module 16: Using a Fire Extinguisher Obtain Your Certificate Order Your Certificate of Achievement 00:00:00

Highlights of the Course Course Type: Online Learning Duration: 1 hour 30 minutes Tutor Support: Tutor support is included Customer Support: 24/7 customer support is available Quality Training: The course is designed by an industry expert Recognised Credential: Recognised and Valuable Certification Completion Certificate: Free Course Completion Certificate Included Instalment: 3 Installment Plan on checkout What you will learn from this course? Gain comprehensive knowledge about risk assessment Understand the core competencies and principles of risk assessment Explore the various areas of risk assessment Know how to apply the skills you acquired from this course in a real-life context Become a confident and expert health and safety worker Risk Assessment Course This risk assessment course is accredited by the CPD UK. CPD is globally recognised by employers, professional organisations and academic intuitions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. CPD certified certificates are accepted by thousands of professional bodies and government regulators here in the UK and around the world. Risk assessment is a systematic method of looking at work activities, and considering the things that could cause significant harm to people, property or the environment. The most important purpose of risk assessments is to help prevent accidents and ensure the safety of employees and anyone affected by workplace activities. At the end of this course, candidates will have an understanding of what a risk assessment is and how to complete one. To achieve this the course will define important terms, provide some basic background information to explain how important risk assessments are and discuss some of the legislation that applies. It will then go on to provide practical advice on how to identify hazards and analyse risk before finishing off by explaining the responsibilities of both employers and employees with regards to risk assessment. This Risk Assessment course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. This Risk Assessment course has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course is not regulated by Ofqual and is not an accredited qualification. Who is this Course for? This comprehensive Risk Assessment Course course is ideal for anyone wishing to boost their career profile or advance their career in this field by gaining a thorough understanding of the subject. Anyone willing to gain extensive knowledge on this risk assessment can also take this course. Whether you are a complete beginner or an aspiring professional, this course will provide you with the necessary skills and professional competence, and open your doors to a wide number of professions within your chosen sector. Entry Requirements This Risk Assessment Course course has no academic prerequisites and is open to students from all academic disciplines. You will, however, need a laptop, desktop, tablet, or smartphone, as well as a reliable internet connection. Assessment This Risk Assessment Course course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Advance Your Career This Risk Assessment Course course will provide you with a fresh opportunity to enter the relevant job market and choose your desired career path. Additionally, you will be able to advance your career, increase your level of competition in your chosen field, and highlight these skills on your resume. Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Module 1: The Basics Module 2: Legislation, Regulation and Civil Law Module 3: Strategy - Options and Elements Module 4: Identifying Hazards Module 5: Who Might Be Harmed and Evaluating the Risks Module 6: Evaluating Risk - The Practicalities Module 7: Recording and Reviewing Module 8: Management and Responsibilities Obtain Your Certificate of Achievement Order Your Certificate of Achievement 00:00:00

Highlights of the Course Course Type: Self-paced online course Duration: 1 to 2 hours Tutor Support: Tutor support is included Customer Support: 24/7 customer support is available Quality Training: The course is designed by an industry expert Recognised Credential: Recognised and Valuable Certification Completion Certificate: Free Course Completion Certificate Included Instalment: 3 Installment Plan on checkout What you will learn from this course? Learn how to create asbestos awareness in workplaces Identify the risks of asbestos exposure Acquire knowledge about the different types of asbestos Learn about the properties of asbestos Know how to prevent the risks associated with asbestos Learn how to comply with the legislation that governs asbestos exposure Asbestos Awareness Course This course will provide you with the understanding and skills you need to work safely within environments that contain asbestos and help you acquire an increased awareness of the seriousness of the threats that asbestos poses. You will learn from expert instructors with experience in the field who will impart the most relevant expertise and best practices. Comply with asbestos legislation Identify the types of asbestos Risks of asbestos exposure Prevent accidents occurring from asbestos exposure Deal with asbestos-related emergencies Essential skills, confidence and competence to assist you in this industry Core competencies required to drive a successful career in this industry Being aware of the products that are likely to contain asbestos and the risks associated with them give workers and supervisors the information they need to avoid work that may disturb asbestos. The asbestos awareness course is approved by leading industry bodies CPD the IATP. Online training is flexible, efficient and cost effective meaning the candidate can progress through the modules at their own pace and in their own time, so they can fit the training in around their work and personal life. Who is this course for? This course is ideal for builders, carpenters, electricians and plumbers looking to gain an awareness about asbestos exposure Anyone who is who regularly works in an environment exposed to asbestos can take this Asbestos Awareness Course This course is also open to coordinators, managers, or supervisors responsible for overseeing the threats posed by asbestos exposure Beginners and aspiring individuals who want to work in this field that is exposed to asbestos can also take this course Entry Requirements This Asbestos Awareness Course has no academic prerequisites and is open to students from all academic disciplines. You will, however, need a laptop, desktop, tablet, or smartphone and a reliable internet connection. Assessment This Asbestos Awareness Course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure.  Through the MCQs, it is measured how much a learner can grasp from each section. In the assessment, the pass mark is 60%. Advance Your Career This Asbestos Awareness Course will provide you with significant opportunities to enter the relevant job market and select your desired career path. Additionally, by showcasing these skills on your resume, you will be able to develop your career, face more competitors in your chosen sector, and increase your level of competition. If you are looking for Asbestos Awareness for Architects and Designers, enrol into our affordable and highly informative course, which will open your door towards a wide range of opportunities within your chosen sector.  Recognised Accreditation   This Asbestos Awareness Course is accredited by Continuing Professional Development (CPD), International Institute of Risk and Safety Management (IIRSM) and the Institute for Agriculture and Trade Policy (IATP).    Course Curriculum Module 1: Properties and Risks of Asbestos Exposure Module 2: Different Types of Asbestos Module 3: Avoiding the Risks from Asbestos Module 4: An Outline of Asbestos Legislation Obtain Your Certificate Order Your Certificate of Achievement 00:00:00

Highlights of the Course Course Type: Self-paced online course Duration: 60 minutes Tutor Support: Tutor support is included Customer Support: 24/7 customer support is available Quality Training: The course is designed by an industry expert Recognised Credential: Recognised and Valuable Certification Completion Certificate: Free Course Completion Certificate Included Instalment: 3 Installment Plan on checkout What you will learn from this course? Demonstrate the basics of fire safety awareness in care homes. Understand how to operate and deploy basic fire safety features in the building Identify the typical causes and chemical processes involved in fire Determine the risk of fire in the workplace and take steps to mitigate it Identify and reduce the likelihood of fire in care homes Deal with fire crises by employing a variety of fire safety tools and strategies Understand what to do in the event of a fire breakout in care homes Learn to use a fire extinguisher more efficiently Transform into a competent and confident fire safety professional Understand how to use the skills you gained in this course in a practical setting Basic Fire Safety Awareness for Care Homes Training This Fire Safety Awareness for Care Homes Training Course will teach you how to detect fire safety concerns that apply in a care setting, as well as the circumstances that promote fire, fire prevention strategies, and what to do in the event of a fire. You will learn from expert instructors with experience in the field who will impart the most relevant expertise and best practices. Common causes of fire Fire safety procedures and equipment Install fire safety features in care homes. Combat and prevent emergencies involving fire Design fire evacuation plans for old people Operate fire extinguishers effectively and safely Essential skills, confidence and competence to assist you in the health and safety industry Core competencies required to drive a successful career in the health and safety industry This Basic Fire Safety Awareness for Care Homes Training course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. This Basic Fire Safety Awareness for Care Homes Training course has been endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. This course is not regulated by Ofqual and is not an accredited qualification. Who is this course for? This course is ideal for supervisors who are in charge of organising, directing, or overseeing the fire safety precautions and procedures of care homes. Fire safety professionals and fire wardens looking to refresh their skills and knowledge can also take this Fire Safety Awareness for Care Homes Training Course Owners of care homes thinking of implementing a proper fire emergency preventive measure within the workplace can also take this Fire Safety Awareness for Care Homes Training Course Employees who work in care facilities can also enrol in this course to advance their understanding of fire safety procedures and standards to protect themselves and others around them Entry Requirements This Fire Safety Awareness for Care Homes Training Course has no academic prerequisites and is open to students from all academic disciplines. You will, however, need a laptop, desktop, tablet, or smartphone and a reliable internet connection. Assessment This Fire Safety Awareness for Care Homes Training Course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure.  Through the MCQs, it is measured how much a learner can grasp from each section. In the assessment, the pass mark is 60%. Advance Your Career This Fire Safety Awareness for Care Homes Training Course will provide you with significant opportunities to enter the relevant job market and select your desired career path. Additionally, by showcasing these skills on your resume, you will be able to develop your career, face more competitors in your chosen sector, and increase your level of competition. If you are looking for Abrasive Wheels Training, enrol into our affordable and highly informative course, which will open your door towards a wide range of opportunities within your chosen sector.  Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Module 1: Chemistry of Fire Module 2: Common Causes of Fire Module 3: Basic Safety Features in Buildings Module 4: Introduction to Fire Extinguishers Module 5: What to do in Cases of Fire Obtain Your Certificate of Achievement Order Your Certificate of Achievement 00:00:00

Highlights of the Course Course Type: Self-paced online course Duration: 1 hour 15 minutes Tutor Support: Tutor support is included Customer Support: 24/7 customer support is available Quality Training: The course is designed by an industry expert Recognised Credential: Recognised and Valuable Certification Completion Certificate: Free Course Completion Certificate Included Instalment: 3 Instalment Plan on checkout What you will learn from this course? Determine the properties and potential risks of asbestos Recognise the damaging effects of asbestos exposure on a person's health Identify various types of asbestos prevention in the working environment Apply strategies and tools to reduce and control the risk posed by asbestos Demonstrate various legislations that govern asbestos awareness Know what to do if you come across a material that contains asbestos Understand the duties of architects and designers when working with asbestos Comply with regulations that govern the responsibilities of architects and designers working in an environment that contains asbestos Understand how to use the skills you gained in this course in a practical setting Asbestos Awareness for Architects and Designers This course will help you gain skills and knowledge to identify the risks associated with asbestos, mitigate these risks, understand the duties of architects and designers working in such environments, and adhere to the legislation that governs asbestos awareness and working in an asbestos-exposed environment. You will learn from expert instructors with experience in the field who will impart the most relevant expertise and best practices. Types of asbestos Recognise asbestos-containing material Identify the risk of asbestos exposure Mitigate and prevent these risks Comply with relevant legislation and regulations Uphold the duties and responsibilities as an architect and designer Essential skills, confidence and competence to assist you in the health and safety industry Core competencies required to drive a successful career in the health and safety industry Who is this course for? This course is ideal for supervisors and managers who are in charge of organising, directing, or overseeing the health and safety procedures of their workplace Builders, carpenters and electricians can also take this course to enhance their skills and knowledge for a rewarding career in this field Architects and designers can take this course to improve their knowledge and skills to work in an asbestos-exposed environment Anyone who wants to gain comprehensive knowledge about potential asbestos regardless of their career can also take this Asbestos Awareness Training Course for Architects Entry Requirements This Asbestos Awareness Training Course for Architects has no academic prerequisites and is open to students from all academic disciplines. You will, however, need a laptop, desktop, tablet, or smartphone and a reliable internet connection. Assessment This Asbestos Awareness Training Course for Architects assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure.  Through the MCQs, it is measured how much a learner can grasp from each section. In the assessment, the pass mark is 60%. Advance Your Career This Asbestos Awareness Training Course for Architects will provide you with significant opportunities to enter the relevant job market and select your desired career path. Additionally, by showcasing these skills on your resume, you will be able to develop your career, face more competitors in your chosen sector, and increase your level of competition. If you are looking for Preparation for the CITB Health, Safety and Environment Test Course, enrol into our affordable and highly informative course, which will open your door towards a wide range of opportunities within your chosen sector.  Recognised Accreditation   This Asbestos Awareness Training Course for Architects is accredited by Continuing Professional Development (CPD), International Institute of Risk and Safety Management (IIRSM) and the Institute for Agriculture and Trade Policy (IATP).  Course Curriculum Module 1: Properties and Risks of Asbestos Exposure Module 2: Different Types of Asbestos Module 3: Avoiding the Risks from Asbestos Module 4: An Outline of Asbestos Legislation Module 5: Content for Architects and Designers Obtain Your Certificate Order Your Certificate of Achievement 00:00:00

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

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Duration 2 Days 12 CPD hours This course is intended for This class is primarily intended for the following participants: Technical employees using GCP, including customer companies, partners and system integrators deployment engineers, cloud architects, cloud administrators, system engineers , and SysOps/DevOps engineers. Individuals using GCP to create, integrate, or modernize solutions using secure, scalable microservices architectures in hybrid environments. Overview Connect and manage Anthos GKE clusters from GCP Console whether clusters are part of Anthos on Google Cloud or Anthos deployed on VMware. Understand how service mesh proxies are installed, configured and managed. Configure centralized logging, monitoring, tracing, and service visualizations wherever the Anthos GKE clusters are hosted. Understand and configure fine-grained traffic management. Use service mesh security features for service-service authentication, user authentication, and policy-based service authorization. Install a multi-service application spanning multiple clusters in a hybrid environment. Understand how services communicate across clusters. Migrate services between clusters. Install Anthos Config Management, use it to enforce policies, and explain how it can be used across multiple clusters. This two-day instructor-led course prepares students to modernize, manage, and observe their applications using Kubernetes whether the application is deployed on-premises or on Google Cloud Platform (GCP). Through presentations, and hands-on labs, participants explore and deploy using Kubernetes Engine (GKE), GKE Connect, Istio service mesh and Anthos Config Management capabilities that enable operators to work with modern applications even when split among multiple clusters hosted by multiple providers, or on-premises. Anthos Overview Describe challenges of hybrid cloud Discuss modern solutions Describe the Anthos Technology Stack Managing Hybrid Clusters using Kubernetes Engine Understand Anthos GKE hybrid environments, with Admin and User clusters Register and authenticate remote Anthos GKE clusters in GKE Hub View and manage registered clusters, in cloud and on-premises, using GKE Hub View workloads in all clusters from GKE Hub Lab: Managing Hybrid Clusters using Kubernetes Engine Introduction to Service Mesh Understand service mesh, and problems it solves Understand Istio architecture and components Explain Istio on GKE add on and it's lifecycle, vs OSS Istio Understand request network traffic flow in a service mesh Create a GKE cluster, with a service mesh Configure a multi-service application with service mesh Enable external access using an ingress gateway Explain the multi-service example applications: Hipster Shop, and Bookinfo Lab: Installing Open Source Istio on Kubernetes Engine Lab: Installing the Istio on GKE Add-On with Kubernetes Engine Observing Services using Service Mesh Adapters Understand service mesh flexible adapter model Understand service mesh telemetry processing Explain Stackdriver configurations for logging and monitoring Compare telemetry defaults for cloud and on-premises environments Configure and view custom metrics using service mesh View cluster and service metrics with pre-configured dashboards Trace microservice calls with timing data using service mesh adapters Visualize and discover service attributes with service mesh Lab: Telemetry and Observability with Istio Managing Traffic Routing with Service Mesh Understand the service mesh abstract model for traffic management Understand service mesh service discovery and load balancing Review and compare traffic management use cases and configurations Understand ingress configuration using service mesh Visualize traffic routing with live generated requests Configure a service mesh gateway to allow access to services from outside the mesh Apply virtual services and destination rules for version-specific routing Route traffic based on application-layer configuration Shift traffic from one service version to another, with fine-grained control, like a canary deployment Lab: Managing Traffic Routing with Istio and Envoy Managing Policies and Security with Service Mesh Understand authentication and authorization in service mesh Explain mTLS flow for service to service communication Adopt mutual TLS authentication across the service mesh incrementally Enable end-user authentication for the frontend service Use service mesh access control policies to secure access to the frontend service Lab: Managing Policies and Security with Service Mesh Managing Policies using Anthos Config Management Understand the challenge of managing resources across multiple clusters Understand how a Git repository is as a configuration source of truth Explain the Anthos Config Management components, and object lifecycle Install and configure Anthos Config Management, operators, tools, and related Git repository Verify cluster configuration compliance and drift management Update workload configuration using repo changes Lab: Managing Policies in Kubernetes Engine using Anthos Config Configuring Anthos GKE for Multi-Cluster Operation Understand how multiple clusters work together using DNS, root CA, and service discovery Explain service mesh control-plane architectures for multi-cluster Configure a multi-service application using service mesh across multiple clusters with multiple control-planes Configure a multi-service application using service mesh across multiple clusters with a shared control-plane Configure service naming/discovery between clusters Review ServiceEntries for cross-cluster service discovery Migrate workload from a remote cluster to an Anthos GKE cluster Lab: Configuring GKE for Multi-Cluster Operation with Istio Lab: Configuring GKE for Shared Control Plane Multi-Cluster Operation