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Description This Compliance Manager Diploma is designed for all organizations that wish to improve Compliance Management, which is the core element of a functioning management system. Being able not only to monitor but to manage compliance in your organisation constitutes one of the building blocks to guarantee an effective implementation of a management system as required regulations for any aviation organization. The Compliance Manager Diploma will provide you with a deep understanding of aviation related requirements for a Compliance Management System including requirements related to documentation, audit techniques, reporting and management of records. Furthermore it will provide you with guidance on how to ensure your Compliance Management will cooperate with your SMS and how to verify the functionality and regulatory compliance of your SMS. Through the course you will receive both the theoretical background and the tools and practical knowledge needed to successfully implement and operate Compliance Management to strengthen your Management System. 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. 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 Course for? Compliance Manager Diploma 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 Compliance Manager Diploma 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. Module: 01 Compliance Manager 00:30:00 Compliance Management System 00:30:00 The Compliance House 00:30:00 Compliance and Auditing 00:30:00 Compliance and Ethics 00:30:00 Module: 02 Understanding Risk 00:30:00 Risk Management Activities 00:05:00 Assessing Risk 00:15:00 Responding to Risks 00:15:00 Resourcing Controls 00:05:00 Reaction Planning 00:15:00 Reporting and Monitoring 00:15:00 Module: 03 Information Security Risk Management 00:30:00 Risk Management 00:30:00 Risk Reporting and Communication 00:30:00 External and Internal Factors 00:30:00 Strategic Risk Management 00:15:00 Risk Analysis and Assessment 00:45:00 Enterprise Risk Management (ERM) 00:45:00 Module: 04 The Role And Responsibilities of a Security Officer 00:30:00 Security Management Governance 00:15:00 The Basics Of Security Management 00:15:00 Security Management Planning And Implementing 00:15:00 How to Build a Security Management Team 00:15:00 Assessment Assignment - Compliance Manager Diploma 00:00:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

[vc_row][vc_column][vc_column_text] Description: Want to become a Sterile Compounding Pharmacy Technician and learn how to work with sterile products? You have come to the right place. Throughout this Sterile Compounding Techniques course, you will be introduced to the basic concept of pharmaceutical compounding in an easy to grasp manner. You will develop your understanding of sterile and non-sterile compounding and will be able to differentiate sterile from non-sterile compounding, including USP 797 versus USP 795. Over multiple interactive and engaging modules, you will develop your understanding of different techniques for sterile pharmaceutical compounding. On completion, you will be fully equipped with the practical skills to take the Certified Compounded Sterile Preparation Technician™ (CSPT™) Exam by the Pharmacy Technician Certification Board (PTCB). This sterile compounding course is ideal for beginners and aspiring pharmacy technicians. Take steps to become a trained pharmacist and fast-track your career with this certificate program. Assessment: To successfully complete the course you must submit two assignment questions. The answers should be in the form of written work in pdf or word. Students can write the answers at their own convenience time. Each answer needs to be around 200 words (1 Page). After submission of the assignment, the tutor will check and assess the work. Certification: After completing 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 Course for? Sterile Compounding Techniques 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 Sterile Compounding Techniques 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. [/vc_column_text][/vc_column][/vc_row] Introduction Introduction 00:01:00 Universal Precautions Hand Washing 00:01:00 Complete Garbing 00:03:00 The Laminar Air Flow Hood (LAF) 3 lectures Cleaning the Laminar Flow Hood 00:02:00 Cleaning a Horizontal Flow Hood 00:02:00 Cleaning a Vertical Flow Hood 00:01:00 Sterile Compounding Pharmaceuticals Demonstrations Sterile Pharmaceutical Products Preparation Demo 1 00:24:00 Sterile Pharmaceutical Products Preparation Demo 2 00:13:00 Compounding Pharmacy Math Solute, Solvent, and Solution 00:15:00 Percentage ww, vv, wv 00:06:00 Alligation and Dilution 00:04:00 Alligation and Dilution Practice Problems 00:17:00 Therapeutic Dose versus Lethal Dose 00:02:00 Dosage Calculation 00:08:00 More Dosage Calculation Practice Problems 00:07:00 BONUS DO's and DONT's in Sterile Compounding 00:30:00 REVIEW OF THE STERILE COMPOUNDING PROCESS Part 1- Garbing 00:03:00 Part 2- Laminar Air Flow Hood 1 00:01:00 Part 3- Laminar Air Flow Hood 2 00:04:00 Part 4- Reconstitution and Compounding 00:08:00 Part 5- Compounding Continued 00:17:00 Assessment Assignment - Sterile Compounding Techniques 00:00:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Embark on a transformative journey with the Spiritual Life Coaching Diploma course. Delve into the fundamentals of spiritual life coaching and advance your coaching skills. Learn about the essential qualities of a coach, delve into advanced coaching techniques, and understand the ethical guidelines for impactful coaching. Explore strategies for marketing and growing your coaching business to help individuals achieve personal and spiritual growth. Learning Outcomes: Grasp the basics and principles of spiritual life coaching. Develop a deep understanding of the role and significance of spiritual life coaching. Cultivate fundamental qualities required to be an effective coach. Apply advanced coaching techniques to guide clients on their spiritual journeys. Adhere to ethical guidelines for maintaining professionalism and integrity. Strategize and implement marketing strategies to establish a successful coaching business. Explore avenues for continuous growth and expansion in the coaching industry. Assist clients in achieving personal and spiritual growth through transformative coaching. Why buy this Spiritual Life Coaching Diploma?  Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Spiritual Life Coaching Diploma you will be able to take the MCQ test that will assess your knowledge. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Spiritual Life Coaching Diploma course is ideal for Individuals interested in becoming certified spiritual life coaches. Coaches seeking to expand their skills into the realm of spiritual coaching. Those passionate about helping others on their spiritual and personal growth journeys. Anyone looking to establish a coaching business centered on spiritual well-being. Prerequisites This Spiritual Life Coaching Diploma was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path Spiritual Life Coach (Freelance): Varies Holistic Life Coach: £20,000 - £40,000 Wellness Coach: £25,000 - £50,000 Personal Development Coach: £30,000 - £60,000 Self-Empowerment Coach: £35,000 - £70,000. Course Curriculum Spiritual Life Coaching Diploma Module 01: Basics of Spiritual Life Coaching 00:33:00 Module 02: Understanding Spiritual Life Coaching 00:44:00 Module 03: Fundamental Qualities of a Coach 00:53:00 Module 04: Advanced Coaching 00:55:00 Module 05: Ethical Guideline 00:47:00 Module 06: Marketing Your Business 00:25:00 Module 07: Growing Your Business 00:40:00 Assignment Assignment - Spiritual Life Coaching Diploma 00:00:00

Description: Many beauty professionals have lots of opportunities to express their creativity through beauty products application. This course will not only provide lessons on cosmetics and makeup but this will also teach you about nail designing and manicure and skin care. If you want to be an expert in beauty, make up, nail design & care as well as skin care then this course is meant for you. Register and start learning now the appropriate skills for your personal or business benefits. Who is the course for? Professionals who have an experience in Manicure and Nail Polish Beginners who have an interest in learning how to be part of the Cosmetics Industry Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a 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/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: The Makeup and Nail Technician Advanced Diploma will be useful and would be beneficial for every kind of occupations and careers for women like: Beauty Gurus Cosmetologist Makeup Artist Manicurist Spa Businessmen. Cosmetics and Makeup What is a Cosmetic? 00:15:00 Cosmetics - From Tradition to Modernity 00:15:00 Equipment - Makeup Kits 00:15:00 Skin 00:30:00 Face 00:30:00 Lips 00:30:00 Eyes 00:30:00 Ten-Step Guide to Perfect Makeup 00:30:00 Special Makeup Applications 00:30:00 Essential Equipment for the Professional 00:15:00 Advanced Makeup Applications 00:15:00 Skin Care Introduction 00:15:00 The Great Skin Basics You Should Know 01:00:00 Choosing The Most Suitable Facial Care Products For Your Skin Type 01:00:00 What You Need To Know About Moisturizing Your Face 01:00:00 About Exfoliation 01:00:00 The Importance of Water and Rest For Your Skin Care 01:00:00 The Importance of Your Diet for Your Skin Care 01:00:00 Nail Designing & Manicure All About French Manicures 00:30:00 All About Manicure Stations 00:30:00 All About Manicure Tables 01:00:00 All About Manicures 01:00:00 All about Products and Supplies for Nail Manicures 00:30:00 Amber Manicure Heater 00:30:00 Handy Tips for French Manicures 00:30:00 How to Give a Manicure 01:00:00 Images and the manicure 00:30:00 Inexpensive Manicure Sets 01:00:00 Manicure Procedure 00:30:00 Manicure Sets- Why they are Handy 01:00:00 Mock Exam Mock Exam- Makeup and Nail Technician Advanced Diploma 00:30:00 Final Exam Final Exam- Makeup and Nail Technician Advanced Diploma 00:30:00 Order Your Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Embark on a transformative journey towards holistic wellness with our comprehensive course, 'Aromatherapy Acupressure - Pain Relief.' Delve into the therapeutic world of aromatherapy and acupressure, where ancient healing practices converge to offer relief from various forms of pain. Explore the intricacies of aromatherapy oils and the art of acupressure massage as you discover effective techniques for alleviating back, neck, knee, and shoulder pain, providing you with the tools to achieve ultimate relaxation and rejuvenation. Unlock the secrets of aromatherapy and acupressure as you delve into the fundamentals of these time-honoured practices. From understanding the principles of acupressure points for head pain to mastering the art of applying pressure with precision, this course equips you with the knowledge and skills to address many pain issues. Learn how to harness the power of aromatherapy oils and combine them with acupressure techniques to create soothing massage experiences tailored to alleviate back pain, lower back pain, knee pain, and neck pain. Experience the profound benefits of aromatherapy massage as you embark on a journey towards pain relief and relaxation. Whether you're seeking relief from chronic pain conditions or simply looking to enhance your well-being, this course offers invaluable insights and practical strategies to promote healing and restore balance to both body and mind. With our guidance, you'll learn how to effectively target acupressure points for specific pain areas, empowering you to achieve lasting relief and optimal health. Learning Outcomes: Understand what is aromatherapy and acupressure for pain relief. Master acupressure techniques, including identifying and applying pressure to acupressure points. Learn how to use aromatherapy oils effectively in combination with acupressure massage. Discover specific acupressure points for addressing common pain issues such as back, neck, knee, and shoulder pain. Develop proficiency in providing lower back pain relief, knee pain relief, and neck pain relief through tailored aromatherapy acupressure treatments. Why buy this Aromatherapy Acupressure - Pain Relief 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. Certification After studying the course materials of the Aromatherapy Acupressure - Pain Relief there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this Aromatherapy Acupressure - Pain Relief course for? Individuals seeking natural methods for pain relief and relaxation. Massage therapists looking to expand their skills in aromatherapy and acupressure. Health enthusiasts interested in holistic approaches to wellness. Those experiencing back pain, neck pain, knee pain, or shoulder pain seeking relief. Anyone curious about the synergistic benefits of aromatherapy and acupressure. Prerequisites This Aromatherapy Acupressure - Pain Relief does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Aromatherapy Acupressure - Pain Relief was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path Massage Therapist: £18,000 - £35,000 per annum Aromatherapy Associates: £20,000 - £40,000 per annum Wellness Coach: £20,000 - £45,000 per annum Holistic Health Practitioner: £25,000 - £50,000 per annum Physical Therapist: £25,000 - £45,000 per annum Pain Management Specialist: £30,000 - £60,000 per annum Course Curriculum Aromatherapy Acupressure - Pain Relief 0acu promo 1 00:02:00 1intro to course 1 00:04:00 2how it works 1 00:02:00 3tables and floor 1 00:02:00 4thumbs correctly 1 00:02:00 5technique 1 00:02:00 6how to get pressure 1 00:03:00 7body mechanics 1 00:03:00 8treatment spacing 1 00:03:00 9LI 4 1 00:04:00 10refer on 1 00:01:00 11 LBP vo 00:10:00 11LBP intro 1 00:01:00 12Back-Sequence (1) 00:15:00 12questioning 1 00:05:00 13 Back Pain Exercises new 00:04:00 13cause LBP 1 00:06:00 14foam rolling new 00:05:00 14time to treat LB 1 00:02:00 18neck acu (1) 00:07:00 18neck intro 1 00:06:00 19 neck1 00:05:00 19neck acu (1) 00:07:00 21neck self treatment 1 00:06:00 21shoulder intro 1 00:01:00 22neck exercises 1 00:06:00 22shoulderdiffdiagudemy 00:08:00 23refer pain 1 00:05:00 23shoulderremovecauses1 00:05:00 24hip intro 1 00:05:00 24shoulder acuvo 00:06:00 25hip points 1 00:03:00 25shoulderthependulum4 (1) 00:03:00 26hip stretch 1 00:02:00 26shoulderthesupra5 (1) 00:03:00 27knee 00:01:00 27tennis intro 1 00:02:00 28kneecauses2 00:06:00 28tennis pts 1 00:07:00 29kneevo 00:06:00 29tennis exercises 1 00:02:00 30carpal intro 1 00:02:00 30kneeexe1 00:02:00 31carpal pts 1 00:03:00 31kneeexe2 (2) 00:02:00 32kneeexe3 (2) 00:02:00 33kneeexe4 (1) 00:03:00 34UBack 00:01:00 35UBvo 00:04:00 36How to do acupressure for ankle pain 00:20:00 32carpal stretches 1 00:02:00

In an era awash with data, understanding it is the key to unlocking significant opportunities. Enter the realm of 'SQL For Data Analytics & Database Development'. Dive deep into the heart of data manipulation, exploration, and insight generation. This course unfurls the magic behind SQL, drawing back the curtain on the tools that empower businesses globally. Understanding SQL's profound capabilities opens doors to a world where data-driven decision-making is not just an advantage but an imperative. It isn't simply about data storage. This course unravels the art of analytics, shedding light on how to glean valuable insights from vast data lakes. The path of SQL isn't merely technical; it's the spine of transformative decisions in today's leading industries. Offering a systematic approach to database development, we invite you to embark on this illuminative journey, stitching the threads of raw data into the fabric of meaningful stories. Come harness the power of SQL. Whether your intent is data analytics or the intricate craft of database development, this is your gateway. Let us guide you, from the rudimentary steps to mastering advanced commands, constructing your data narrative, and informing the future. Learning Outcomes: Comprehend the fundamental architecture of SQL and its environment. Acquire proficiency in basic and advanced SQL statements. Understand and implement GROUP BY statements for data aggregation. Master the concepts and applications of JOINS in databases. Cultivate the ability to create and structure databases and tables. Delve into advanced SQL commands, enhancing data manipulation and querying capabilities. Construct efficient database models, fostering optimal data storage and retrieval.   Video Playerhttps://studyhub.org.uk/wp-content/uploads/2021/03/SQL-DATA-ANALYSIS.mp400:0000:0000:00Use Up/Down Arrow keys to increase or decrease volume. Why choose this SQL For Data Analytics & Database Development course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the SQL For Data Analytics & Database Development 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. Who is this SQL For Data Analytics & Database Development course for? Aspirants seeking to transition into data-driven roles in various industries. Database administrators aiming to broaden their analytical capabilities. Business analysts eager to enhance their data querying skills. Researchers in need of comprehensive data management tools. Tech enthusiasts wanting to grasp the underpinnings of database systems. Career path Data Analyst - Average salary: £35,000 - £50,000 Per Annum Database Developer - Average salary: £40,000 - £55,000 Per Annum Business Intelligence Analyst - Average salary: £38,000 - £52,000 Per Annum SQL Developer - Average salary: £42,000 - £58,000 Per Annum Database Administrator (DBA) - Average salary: £45,000 - £60,000 Per Annum Data Engineer - Average salary: £47,000 - £63,000 Per Annum Prerequisites This SQL For Data Analytics & Database Development 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. Course Curriculum Course Introduction Introduction 00:04:00 Course Curriculum Overview 00:05:00 Overview of Databases 00:10:00 SQL Environment Setup MySQL Installation 00:16:00 MySQL Workbench Installation 00:09:00 Connecting to MySQL using Console 00:09:00 SQL Statement Basics Overview of Challenges 00:04:00 SQL Statement Basic 00:16:00 SELECT Statement 00:09:00 SELECT DISTINCT 00:05:00 Column AS Statement 00:12:00 COUNT built-in Method usage 00:11:00 SELECT WHERE Clause - Part One 00:05:00 SELECT WHERE Clause - Part Two 00:11:00 SQL Statement Basic 00:16:00 SQL Limit Clause Statement 00:09:00 SQL Using BETWEEN with Same Column Data 00:11:00 How to Apply IN Operator 00:11:00 Wildcard Characters with LIKE and ILIKE 00:11:00 GROUP BY Statements Overview of GROUP BY 00:06:00 Aggregation function SUM() 00:09:00 Aggregation MIN() and MAX() 00:05:00 GROUP BY - One 00:09:00 GROUP BY - Two 00:12:00 HAVING Clause 00:05:00 JOINS Overview of JOINS 00:04:00 Introduction to JOINS 00:04:00 AS Statement table 00:03:00 INNER Joins 00:14:00 FULL Outer Join 00:11:00 LEFT Outer JOIN 00:08:00 RIGHT JOIN 00:08:00 Union 00:07:00 Advanced SQL Commands / Statements Timestamps 00:12:00 EXTRACT from timestamp 00:10:00 Mathematical Functions 00:12:00 String Functions 00:22:00 SUBQUERY 00:13:00 Creating Database and Tables Basic of Database and Tables 00:06:00 DataTypes 00:10:00 Primarykey and Foreignkey 00:06:00 Create Table in SQL Script 00:13:00 Insert 00:11:00 Update 00:07:00 Delete 00:04:00 Alter Table 00:09:00 Drop Table 00:05:00 NOT NULL Constraint 00:08:00 UNIQUE Constraint 00:09:00 Databases and Tables Creating a Database backup 00:12:00 10a Overview of Databases and Tables 00:05:00 10c Restoring a Database 00:07:00

The Diploma in Drama and Comedy Writing is organised into 7 units and includes everything you need to become successful in this profession. To make this course more accessible for you, we have designed it for both part-time and full-time students. You can study at your own pace or become an expert in just 5 hours! If you require support, our experienced tutors are always available to help you throughout the comprehensive syllabus of this course and answer all your queries through email. Why Choose This Course Earn an e-certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full Tutor Support on Weekdays Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessment Certification After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Course Content Welcome to the Writer’s Greatest Untapped Income Source Introduction to Writing for TV, Cable and Satellite Networks Your Ideas and How to Present Them What’s Different About TV Writing? Scripting, Editing and the Story Bible A Special Masterclass On Comedy Writing The Money and How You Get Paid

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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