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Level 2 QLS Endorsed Course | CPD & CiQ Accredited | Audio Visual Training | Free PDF Certificate | Lifetime Access

Enhance your infection prevention and control skills with our comprehensive course designed for nursing staff. Covering UK policies, infection types, transmission methods, and prevention strategies, this course provides essential training to ensure safe and effective patient care. Complete at your own pace and receive a certificate upon completion.

Do you want to acquire the knowledge that will Help you Understand & Cope with your Asperger's Child? Asperger's syndrome is a developmental disorder that affects a child's ability to socialise and communicate effectively with others. Children with Asperger's syndrome typically present social awkwardness and an all-absorbing interest in specific topics. This course is designed for people who are caregivers for autistic individuals (Parents and Educators). This course aims to help you comprehend the world of Asperger's syndrome, spot the signs and symptoms of the syndrome spectrum so that you can help someone living with such a condition to live a richer life. Course Highlights Asperger Syndrome Awareness 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 Asperger Syndrome Awareness into 6 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 2 hours, 6 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 Asperger Syndrome Awareness 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? Asperger Syndrome Awareness 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 Asperger Syndrome Awareness 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. Printing Worker Module 01: Fundamentals of Print Production 00:13:00 Module 02: Process of Print Production 00:17:00 Module 03: Tools of Print Production 00:16:00 Module 04: Understanding Colour 00:15:00 Module 05: Binding and Finishing 00:11:00 Module 06: Preparing Raster Images 00:15:00 Module 07: Understanding Fonts 00:12:00 Module 08: Photoshop Production Tips 00:14:00 Module 09: Illustrator Production Tips 00:13:00

Elevate your workplace culture with our comprehensive Sexual Harassment in the Workplace course. Empower your team to foster a safe and respectful environment through engaging modules that cover prevention, awareness, and appropriate response. Invest in education that cultivates a harmonious workplace where everyone thrives. This Diploma in Sexual Harassment in the Workplace course is endorsed by The Quality Licence Scheme and accredited by CPDQS (with 120 CPD points) Why Prefer This Sexual Harassment in the Workplace Course? Opportunity to earn certificate a certificate endorsed by the Quality Licence Scheme & another accredited by CPDQS after completing the Sexual Harassment in the Workplace course Get a free student ID card! (£10 postal charges will be applicable for international delivery) Innovative and engaging content. Free assessments 24/7 tutor support. Experts created the Sexual Harassment in the Workplace (SHWT) course to provide a rich and in-depth training experience for all students who enrol in it. Enrol in the course right now and you'll have immediate access to all of the Sexual Harassment in the Workplace (SHWT) course materials. Then, from any internet-enabled device, access this course materials and learn when it's convenient for you. Start your learning journey straight away with this course and take a step toward a brighter future! Why Prefer this Sexual Harassment in the Workplace (SHWT) Course? Opportunity to earn a certificate endorsed by the Quality Licence Scheme and another certificate accredited by CPD after completing this course Student ID card with amazing discounts - completely for FREE! (£10 postal charges will be applicable for international delivery) Standards-aligned lesson planning Innovative and engaging content and activities Assessments that measure higher-level thinking and skills Complete this program in your own time, at your own pace Each of our students gets full 24/7 tutor support *** Course Curriculum *** Certificate in Sexual Harassment in the Workplace at QLS Level 3 Module 01: What is Sexual Harassment? Definition of Sexual Harassment Understanding Sexual Harassment Why Does Sexual Harassment Occur? Why Do Managers and Supervisors Need to Learn about Sexual Harassment? What Can Sexual Harassment Cost the Company? Module 02: Types of Sexual Harassment Quid Pro Quo Sexual Harassment Hostile Environment The Impact of Sexual Harassment on the Victims Emotional EffectsPhysical EffectsEconomic Effects Module 03: Recognising Sexual Harassment in the Workplace How to Identify a Potential Male Harasser? Workplace Bullying Creating a Healthy Workplace What Managers and Supervisors should do to Prevent Sexual Harassment in the Workplace? Module 04: Policies and Procedures Developing your Sexual Harassment Policy Disciplinary Policies The Establishment of an Effective Complaint Procedure of the Company Training for Managers and Supervisors Module 05: How to Deal with Sexual Harassment in the Workplace? How to Handle an Initial Complaint of Sexual Harassment? Investigating Complaints Interviewing the Complainant Interviewing the Accused Interviewing Witnesses Resolving the Complaint Assessment Process You have to complete the questions given at the end of the course and score a minimum of 60% to pass each exam. You will be entitled to claim a certificate endorsed by the Quality Licence Scheme after you have completed all of the exams. Show off Your New Skills With a Certification of Completion Endorsed Certificate of Achievement from the Quality Licence Scheme After successfully completing the Sexual Harassment in the Workplace (SHWT) course, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with a pricing scheme of - 99 GBP inside the UK 109 GBP (including postal fees) for international delivery Certificate Accredited by CPD Upon finishing the Sexual Harassment in the Workplace (SHWT) course, you will receive a Certificate Accredited by CPD that is recognised all over the UK and also internationally. The pricing schemes are - 10 GBP for Digital Certificate 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (international delivery) CPD 120 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Is This Sexual Harassment in the Workplace (SHWT) Course Right for You? Anyone interested in learning more about this subject should take this course. This Sexual Harassment in the Workplace (SHWT) will help you grasp the basic concepts as well as develop a thorough understanding of the subject. All are welcome to take this course. There are no prerequisites for enrolment, and you can access the course materials from any location in the world. Requirements The Sexual Harassment in the Workplace (SHWT) program does not require any prior knowledge; everyone may participate! This course is open to anyone who is interested in learning from anywhere in the world. Every student must be over the age of 16 and have a passion for learning and literacy. Career path This course will allow you to kickstart or take your career in the related sector to the next stage. Our whole Sexual Harassment in the Workplace (SHWT) course will assist you in achieving a position of respect and dignity, as well as allowing you to gain an advantage over your competitors. This course certificate will strengthen your CV and assist you in finding work in the related industry.

Our Aim Is Your Satisfaction! Offer Ends Soon; Hurry Up!! Are you looking to improve your current abilities or make a career move? Our unique Safeguarding Adults and Children course might help you get there! Expand your expertise with high-quality training - study the Safeguarding Adults and Children course and get an expertly designed, great-value training experience. Learn from industry professionals and quickly equip yourself with the specific knowledge and skills you need to excel in your chosen career through theonline training course. The Safeguarding Adults and Children course is broken down into several in-depth modules to provide you with the most convenient and rich learning experience possible. Upon successful completion of the Safeguarding Adults and Children course, an instant e-certificate will be exhibited in your profile that you can order as proof of your skills and knowledge. Add these amazing new skills to your resume and boost your employability by simply enrolling in this course. This Safeguarding Adults and Children training can help you to accomplish your ambitions and prepare you for a meaningful career. So, join us today and gear up for excellence! Why Prefer Us? Opportunity to earn a certificate accredited by CPDQS. Get a free student ID card!(£10 postal charge will be applicable for international delivery) Innovative and Engaging Content. Free Assessments 24/7 Tutor Support. Take a step toward a brighter future! *** Course Curriculum *** Here is the curriculum breakdown of the Safeguarding Adults and Children course: Safeguarding Adults and Children - Level 2 Course Safeguarding Level 1 Module 1: Introduction Module 2: The Legislative Framework: The Children Act 1989, The Children Act 2004 Module 3: Roles and Responsibilities: Part I Module 4: Roles and Responsibilities: Part II Module 5: Local Safeguarding Children Boards: Functions of Safeguarding Boards Module 6: Planning and Safeguarding Structures Module 7: The Impact of Abuse and Neglect Module 8: Principles of Working with Children and their Families Safeguarding Level 2 Module 1: Safeguarding Children Module 2: Legal Context Module 3: What is Child Protection Module 4: Vulnerability Module 5: Child Safeguarding Standards and Implementation Module 6: Child Safeguarding Standard 1: Policy Module 7: Child Safeguarding Standard 2: People Module 8: Child Safeguarding Standard 3: Procedures Module 9: Child Safeguarding Standard 4: Accountability Module 10: Understanding Child Protection Issues Module 11: Dealing with a Child Protection Concern Module 12: The Local Authority Designated Officer (LADO) Role Module 13: Referral to the Disclosure & Barring Service (DBS) Module 14: Safeguarding and Child Protection Good Practice Assessment Process Once you have completed all the modules in the Safeguarding Adults and Children course, you can assess your skills and knowledge with an optional assignment. Certificate of Completion The learners have to complete the assessment of this Safeguarding Adults and Children course to achieve the CPDQS accredited certificate. Digital Certificate: £10 Hard Copy Certificate: £29 (Inside UK) Hard Copy Certificate: £39 (for international students) CPD 15 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this Safeguarding Adults and Children course. This course is open to everybody. Requirements You will not need any prior background or expertise to enrol in this course. Career path After completing this course, you are to start your career or begin the next phase of your career. Certificates CPD Accredited Certificate Digital certificate - £10 CPD Accredited Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.

Are you ready to embark on an enlightening journey of wisdom with the Gas Engineer bundle, and pave your way to an enriched personal and professional future? If so, then Step into a world of knowledge with our course bundle - Gas Engineer. Delve into eight immersive CPD Accredited courses, each a standalone course: Oil and Gas Management Oil & Gas : Markets Trading Pricing & Economic Framework Gas Safety Geology Petroleum Products : Specifications Properties Market Demand Logistics of Crude Oil and Petroleum Products Understand Piping & Instrumentation Diagrams P&IDs Level 2 Health and Safety in the Workplace Traverse the vast landscapes of theory, unlocking new dimensions of understanding at every turn. Let the Gas Engineer bundle illuminate your path to wisdom. The Gas Engineer bundle offers a comprehensive exploration into a rich tapestry of vast knowledge across eight carefully curated courses. The journey is designed to enhance your understanding and critical thinking skills. Each course within the bundle provides a deep-dive into complex theories, principles, and frameworks, allowing you to delve into the nuances of the subject matter at your own pace. In the framework of the Gas Engineer package, you are bestowed with complimentary PDF certificates for all the courses included in this bundle, all without any additional charge. Adorn yourself with the Gas Engineer bundle, empowering you to traverse your career trajectory or personal growth journey with self-assurance. Register today and ignite the spark of your professional advancement! So, don't wait further and join the Gas Engineer community today and let your voyage of discovery begin! Learning Outcomes: Attain a holistic understanding in the designated areas of study with the Gas Engineer bundle. Establish robust bases across each course nestled within the Gas Engineer bundle. Decipher intricate concepts through the articulate content of the Gas Engineer bundle. Amplify your prowess in interpreting, scrutinising, and implementing theories. Procure the capacity to engage with the course material on an intellectual and profound level. Become proficient in the art of problem-solving across various disciplines. Stepping into the Gas Engineer bundle is akin to entering a world overflowing with deep theoretical wisdom. Each course within this distinctive bundle is an individual journey, meticulously crafted to untangle the complex web of theories, principles, and frameworks. Learners are inspired to explore, question, and absorb, thus enhancing their understanding and honing their critical thinking skills. Each course invites a personal and profoundly enlightening interaction with knowledge. The Gas Engineer bundle shines in its capacity to cater to a wide range of learning needs and lifestyles. It gives learners the freedom to learn at their own pace, forging a unique path of discovery. More than just an educational journey, the Gas Engineer bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world. The Gas Engineer bundle also illuminates the route to a rewarding career. The theoretical insight acquired through this bundle forms a strong foundation for various career opportunities, from academia and research to consultancy and programme management. The profound understanding fostered by the Gas Engineer bundle allows learners to make meaningful contributions to their chosen fields. Embark on the Gas Engineer journey and let knowledge guide you towards a brighter future. CPD 80 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals keen on deepening their firm understanding in the respective fields. Students pursuing higher education looking for comprehensive theory modules. Professionals seeking to refresh or enhance their knowledge. Anyone with a thirst for knowledge and a passion for continuous learning. Career path Armed with the Gas Engineer bundle, your professional journey can reach new heights. The comprehensive theoretical knowledge from this bundle can unlock diverse career opportunities across several fields. Whether it's academic research, consultancy, or programme management, the Gas Engineer bundle lays a solid groundwork. Certificates CPD Certificate Of Completion Digital certificate - Included 8 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript - £9.99

Are you ready to embark on an enlightening journey of wisdom with the Banksman bundle, and pave your way to an enriched personal and professional future? If so, then Step into a world of knowledge with our course bundle - Banksman Essentials Training. Delve into eight immersive CPD Accredited courses, each a standalone course: Course 01: Banksman Essentials Training Course 02: Transport Manager Course 03: Driving Instructor Course 04: Delivery Driver Training Course 05: Traffic Marshal Course 06: Safeguarding for Taxi Drivers Course 07: Hybrid Vehicle Expert Training Course 08: Driver Safety Awareness Traverse the vast landscapes of theory, unlocking new dimensions of understanding at every turn. Let the Banksman Essentials Training bundle illuminate your path to wisdom. The Banksman Essentials Training bundle offers a comprehensive exploration into a rich tapestry of vast knowledge across eight carefully curated courses. The journey is designed to enhance your understanding and critical thinking skills. Each course within the bundle provides a deep-dive into complex theories, principles, and frameworks, allowing you to delve into the nuances of the subject matter at your own pace. In the framework of the Banksman Essentials Training package, you are bestowed with complimentary PDF certificates for all the courses included in this bundle, all without any additional charge. Adorn yourself with the Banksman bundle, empowering you to traverse your career trajectory or personal growth journey with self-assurance. Register today and ignite the spark of your professional advancement! So, don't wait further and join the Banksman Essentials Training community today and let your voyage of discovery begin! Learning Outcomes: Attain a holistic understanding in the designated areas of study with the Banksman bundle. Establish robust bases across each course nestled within the Banksman bundle. Decipher intricate concepts through the articulate content of the Banksman bundle. Amplify your prowess in interpreting, scrutinising, and implementing theories. Procure the capacity to engage with the course material on an intellectual and profound level. Become proficient in the art of problem-solving across various disciplines. Stepping into the Banksman bundle is akin to entering a world overflowing with deep theoretical wisdom. Each course within this distinctive bundle is an individual journey, meticulously crafted to untangle the complex web of theories, principles, and frameworks. Learners are inspired to explore, question, and absorb, thus enhancing their understanding and honing their critical thinking skills. Each course invites a personal and profoundly enlightening interaction with knowledge. The Banksman bundle shines in its capacity to cater to a wide range of learning needs and lifestyles. It gives learners the freedom to learn at their own pace, forging a unique path of discovery. More than just an educational journey, the Banksman bundle fosters personal growth, enabling learners to skillfully navigate the complexities of the world. The Banksman bundle also illuminates the route to a rewarding career. The theoretical insight acquired through this bundle forms a strong foundation for various career opportunities, from academia and research to consultancy and programme management. The profound understanding fostered by the Banksman bundle allows learners to make meaningful contributions to their chosen fields. Embark on the Banksman journey and let knowledge guide you towards a brighter future. CPD 80 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals keen on deepening their firm understanding in the respective fields. Students pursuing higher education looking for comprehensive theory modules. Professionals seeking to refresh or enhance their knowledge. Anyone with a thirst for knowledge and a passion for continuous learning. Career path Armed with the Banksman bundle, your professional journey can reach new heights. The comprehensive theoretical knowledge from this bundle can unlock diverse career opportunities across several fields. Whether it's academic research, consultancy, or programme management, the Banksman bundle lays a solid groundwork. Certificates CPD Certificate Of Completion Digital certificate - Included 8 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript - £9.99

Workplace Productivity Training: Thrive in the UK's Dynamic Workforce! Employee productivity is crucial for organisational success in today's fast-paced and demanding work environment. This comprehensive online Workplace Productivity Training course provides proven strategies and techniques to boost workplace productivity. Learn how to organise, communicate, manage time, resolve conflicts, and maintain health and wellbeing effectively. With these essential workplace skills, you'll be able to accomplish more each day, deliver better results, and advance your career. Join over 1,000 professionals who have completed this top-rated productivity training and seen tangible improvements in their work performance, focus, and impact. Enrol now and gain the skills to work smarter, maximise your potential, and become a highly productive employee. Invest in 'Workplace Productivity Training' today and unlock your potential to thrive in the UK's dynamic workforce. You will Learn The Following Things: Discover actionable strategies to maximise your output and minimise time wastage. Master organisational skills to conquer clutter and prioritise tasks effectively. Build compelling communication skills for confident collaboration and conflict resolution. Tame time management with practical techniques to meet deadlines and maintain work-life balance. Navigate workplace conflicts with assertiveness and emotional intelligence. Cultivate a culture of health, safety, and wellbeing within your organisation. Develop resilience against stress and anxiety, enhancing your mental wellbeing at work. This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Workplace Productivity Training. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-to-one support from a dedicated tutor throughout your course. Study online - whenever and wherever you want. Instant Digital/ PDF certificate 100% money back guarantee 12 months access Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement After completing the Workplace Productivity Training course, you will receive your CPD-accredited Digital/PDF Certificate for £5.99. To get the hardcopy certificate for £12.99, you must also pay the shipping charge of just £3.99 (UK) and £10.99 (International). Who Is This Course for? Ambitious professionals are seeking to streamline their workdays and climb the career ladder. Individuals are looking to build effective communication skills for a seamless collaborative environment. Anyone wanting to conquer stress and anxiety, fostering a healthy and balanced work-life harmony. Team leaders and managers aim to optimise the performance of their teams. Employees strive to adapt to new technologies and work practices while maintaining peak productivity. Requirements There is no prerequisite to enrol in this course. You don't need any educational qualification or experience to enrol in the Workplace Productivity Training course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path Business Analyst: £30K to 55K/year. Project Manager: £35K to 65K/year. HR Manager: £38K to 70K/year. Marketing Manager: £32K to 58K/year. Sales Manager: £35K to 60K/year Course Curriculum Module 01: Ways to Improve Workplace Productivity Ways to Improve Workplace Productivity 00:39:00 Module 02: Organisational Skills to Improve Productivity Organisational Skills to Improve Productivity 00:21:00 Module 03: Productive Communication Skills in the Workplace Productive Communication Skills in the Workplace 00:27:00 Module 04: Time Management Time Management 00:35:00 Module 05: Conflict Management Conflict Management 00:14:00 Module 06: Health, Safety and Wellness in the Workplace Health, Safety and Wellness at Workplace 00:27:00 Module 07: Managing Stress and Coping Anxiety in the Workplace Managing Stress and Coping Anxiety in the Workplace 00:26:00 Assignment Assignment - Workplace Productivity Training 00:00:00

The Fire Safety Training From Scratch course has been designed with the basic aspects of fire safety and measuring fire safety. It will also educate you the regarding evacuation procedures during fire emergencies to respond swiftly. Start learning Fire Safety Training From Scratch that will give you enough knowledge and skills to build your dream career. About this course This Fire Safety Training From Scratch helps to grow your skills faster through the power of relevant content and world-class tutors. In this industry-leading bite-sized course, you will learn up-to-date knowledge in the relevant field within a few hours and get certified immediately. The modules of this course are very easy to understand and all of the topics are split into different sections. You will easily grasp and use the knowledge gained from this course in your career and go one step ahead of your competitors. The course is designed to improve your employability and provide you with the tools you need to succeed. Enrol today and start learning your essential skills. 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 Get 24/7 help or advice from our email and live chat teams Get full tutor support on weekdays (Monday to Friday) Course Design The Fire Safety Training From Scratch 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 Video lessons Online study materials Who Is This Course For: This Fire Safety Training From Scratch is ideal for those who want to be skilled in this field or who wish to learn a new skill to build their dream career. If you want to gain extensive knowledge, potential experience, and be an expert in the related field then this is a great course for you to grow your career. Requirements This course is for anyone who would like to learn Fire Safety Training From Scratch related skills to aid his/her career path. No formal entry prerequisites are required Certification Upon successful completion of the course, you will be able to obtain your course completion e-certificate free of cost. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99.

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