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Level 7 QLS Endorsed Course | CPD & CiQ Accredited | Audio Visual Training | Free PDF Certificate | Lifetime Access

Level 1 QLS Endorsed Course | CPD & CiQ Accredited | Audio Visual Training | Free PDF Certificate | Lifetime Access

Level 5 QLS Endorsed Course | CPD & CiQ Accredited | Audio Visual Training | Free PDF Certificate | Lifetime Access

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

This course is focused on concepts of Python Boto3 Module and Lambda using Python. It covers how to use Boto3 module, concepts of Boto3 (session, resource, client, meta, collections, waiters, and paginators), and AWS Lambda to build real-time tasks with lots of step-by-step examples.

Diploma in Paediatric Nurse Assistant Training Overview Transform your compassion into a career that matters. Earn your Diploma in Paediatric Nurse Assistant to become the caring, skilled professional that patients and healthcare facilities rely on.  Get introduced to Nursing and know what it's like working in different healthcare settings, and learn the standards and ethical aspects of practice in nursing from this course. It will also cover effective communication in nursing, along with caring for children in their early stages.  Empower yourself with knowledge and start making a real impact on people's lives. Don't wait-your future in healthcare begins here! Enrol today and start your journey toward a brighter, more rewarding future!  Learning Outcomes Get introduced to nursing and learn more about healthcare settings. Understand legal, professional standards of practice and ethical aspects of health care. Learn effective communication for nursing Understand the growth, development, and safety of children Know how to safeguard and protect young children Why Take This Course From John Academy? Affordable, well-structured and high-quality e-learning study materials Meticulously crafted, engaging and informative tutorial videos and materials Efficient assessment system with instant result Earn UK & internationally recognised accredited qualification Easily access the course content on mobile, tablet, or desktop from anywhere, anytime Excellent career advancement opportunities Get 24/7 student support via email. What Skills Will You Learn from This Course? Effective communication Nursing practices Who Should Take This Paediatric Nurse Assistant Training Course? Whether you're an existing practitioner or an aspiring professional, this course is an ideal training opportunity. It will elevate your expertise and boost your CV with key skills and a recognised qualification attesting to your knowledge. Are There Any Entry Requirements? This Diploma in Paediatric Nurse Assistant Training course is available to all learners of all academic backgrounds. But learners should be aged 16 or over to undertake the qualification. And a good understanding of the English language, numeracy, and ICT will be helpful. Diploma in Paediatric Nurse Assistant Certification After completing and passing the Diploma in Nursing Assistant Online Training course successfully, you will be able to obtain a Recognised Certificate of Achievement. Learners can obtain the certificate in hard copy at £14.99 or PDF format at £11.99. Career Path This exclusive Diploma in Paediatric Nurse Assistant course will equip you with effective skills and abilities and help you explore relevant career paths. Diploma in Paediatric Nurse Assistant Training Module 01: Introduction to Nursing 00:15:00 Module 02: Working in Different Healthcare Settings 00:13:00 Module 03: Understanding legal, professional standards of practice and ethical aspects of health care- Part 1 00:50:00 Module 04: Understanding legal, professional standards of practice and ethical aspects of health care- Part 2 00:48:00 Module 05: Effective Communication in Nursing 00:46:00 Module 06: Understanding the Growth and Development of Children 00:26:00 Module 07: Safeguarding, Protection and Welfare of Young Children 00:26:00 Module 08: Health and Safety of Children in the Early Years 00:35:00 Module 09: Nutrition and Healthy Food for Children 00:31:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Overview This comprehensive Lean Six Sigma Green Belt Course has been designed to increase your proficiency in this important field.The course's unique combination of case studies and practical projects guarantees that students will gain expertise in putting Lean Six Sigma ideas into practice. When you finish successfully, you'll get an official certification that will greatly improve your resume and job marketability. Enrol now to start using these crucial skills to advance your career. How will I get my certificate? You might have to finish a written exam or an online quiz during the course in order to receive the certificate for this Lean Six Sigma Green Belt course. You are eligible for the certification if you pass these tests. Here are some essential things to keep in mind: Online tests and quizzes are a crucial part of the certification procedure. It is necessary to pass these exams in order to get certified. The goal of the certification procedure is to verify your knowledge and abilities. Obtaining the certificate validates your proficiency and preparedness in this field. Who is This course for? Anyone can enrol in this Lean Six Sigma Green Belt course, no matter their prior experience or educational background. It is intended to be flexible and inclusive for a wide variety of students. The following are the course's accessibility's five main points: Open to those with any level of education. It is not required to have any prior Lean Six Sigma experience. Ideal for people who want to improve their skills or are new to the field. accepts students from all fields of study and occupation. offers equal opportunities for learning for both professional and personal development. Requirements The Lean Six Sigma Green Belt Course is highly flexible and digitally compatible, designed for convenient access on PCs, Macs, laptops, tablets, and smartphones. You can study at your own pace, with no time limit for completion, and the course is accessible on both Wi-Fi and mobile data. Here are some key aspects: Device-friendly: Suitable for various digital platforms. No time constraints: Learn at your own pace. User-friendly design: Optimised for a smooth online learning experience. Basic English proficiency needed for effective participation. Career Path Having a Lean Six Sigma Green Belt Course will increase the value of your CV and open you up to multiple sectors, such as : Quality Assurance Manager: £30,000 - £60,000 annually. Process Improvement Manager: £35,000 - £70,000 annually. Lean Six Sigma Consultant: £40,000 - £80,000 annually. Operations Manager: £28,000 - £65,000 annually. Project Manager: £30,000 - £70,000 annually. Course Curriculum 11 sections • 25 lectures • 06:17:00 total length •Course Overview: 00:08:00 •Introduction: 00:16:00 •Introduction Part 2: 00:17:00 •Define: 00:25:00 •Define Part 2: 00:20:00 •Measure: 00:13:00 •Measure Part 2: 00:30:00 •Measure Part 3: 00:18:00 •Measure Part 4: 00:15:00 •Analyze: 00:14:00 •Analyze Part 2: 00:17:00 •Analyze Part 3: 00:25:00 •Analyze Part 4: 00:15:00 •Analyze Part 5: 00:15:00 •Analyze Part 6: 00:16:00 •Improve: 00:24:00 •Improve Part 2: 00:12:00 •Improve Part 3: 00:11:00 •Improve Part 4: 00:24:00 •Improve Part 5: 00:15:00 •Control: 00:13:00 •Case Study: 00:10:00 •Conclusion: 00:04:00 •Assignment - Lean Six Sigma Green Belt Course: 00:00:00 •Resources - Lean Six Sigma Green Belt Course: 00:00:00

Microsoft Excel assists you to perform with different programs such as calculation, macro program language, pivot tablets, graphics tools, and various applications within time. Learn much more precise use of these functions with the easiest and effective method thorough Microsoft Office 2016 Excel Beginners course. The course teaches you the basic functions of Excel. It instructs you how to open Excel files, make a simple calculation, and save it. It also teaches you how to put data, extract data, analyze actionable information, and perform in different ways. The purpose of the course is to enhance your ability to kick-start your career in a sound bite. Who is this Course for? Microsoft Office 2016 Excel Beginners is 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. 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. CPD Certificate from Course Gate  At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path This course opens a new door for you to enter the relevant job market and also gives you the opportunity to acquire extensive knowledge along with required skills to become successful. You will be able to add our qualification to your CV/resume which will help you to stand out in the competitive job industry. Course Curriculum Getting Started with Microsoft Office Excel 2016 Navigate the Excel User Interface 00:28:00 Use Excel Commands 00:10:00 Create and Save a Basic Workbook 00:19:00 Enter Cell Data 00:12:00 Use Excel Help 00:05:00 Performing Calculations Create Worksheet Formulas 00:15:00 Insert Functions 00:17:00 Reuse Formulas and Functions 00:17:00 Modifying a Worksheet Insert, Delete, and Adjust Cells, Columns, and Rows 00:10:00 Search for and Replace Data 00:09:00 Use Proofing and Research Tools 00:07:00 Formatting a Worksheet Apply Text Formats 00:17:00 Apply Number Format 00:08:00 Align Cell Contents 00:09:00 Apply Styles and Themes 00:12:00 Apply Basic Conditional Formatting 00:11:00 Create and Use Templates 00:07:00 Printing Workbooks Preview and Print a Workbook 00:10:00 Set Up the Page Layout 00:08:00 Configure Headers and Footers 00:07:00 Managing Workbooks Manage Worksheets 00:05:00 Manage Workbook and Worksheet Views 00:07:00 Manage Workbook Properties 00:05:00 Mock Exam Mock Exam- Microsoft Office 2016 Excel Beginners 00:20:00 Final Exam Final Exam- Microsoft Office 2016 Excel Beginners 00:20:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

Overview Make the most of your creative eye and turn your artistic skills to a flourishing career in Interior Design work. This unique course provides expert training for assessing a living space and transforming it into something that your client will be surprised and delighted by. The Interior Design, Home Styling and Decoration Diploma course delivers the principles and knowledge that will get you started in serious design work, alongside a detailed overview of the room structures and elements that you can utilise. Additionally, you will be given a wide range of design templates from Shabby Chic to Scandinavian, and suggestions on how to promote and market your skills online. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is this course for? There is no experience or previous qualifications required for enrolment on this Interior Design, Home Styling and Decoration Diploma. It is available to all students, of all academic backgrounds. Requirements Our Interior Design, Home Styling and Decoration Diploma is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management , Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 9 sections • 40 lectures • 14:00:00 total length •What is Interior Design?: 00:30:00 •Qualities and Skills of an Interior Designer: 00:30:00 •History of Modern Interior Design: 00:30:00 •Becoming an Interior Designer: 00:30:00 •The Glossary of Interior Design: 00:30:00 •Meeting Your Clients: 00:15:00 • Design Principles: 00:15:00 •Career of an Interior Designer: 00:30:00 •Design Concepts: 00:30:00 •How to Present Your Interior Design Plans to Clients: 00:15:00 •Finding Inspiration: 00:15:00 •Design Process: 00:15:00 •Steps to Design Success: 00:15:00 •Working with the Team: 00:15:00 •Pricing Strategies: 00:30:00 •Project Management Skills: 00:30:00 •Design Evaluation Factors: 00:15:00 •Challenges Interior Designers Face Today: 00:15:00 •Design Elements: 00:30:00 •The Importance of Accessorizing: 00:15:00 •Color Theory: 00:30:00 •Scale and Proportion: 00:30:00 •The Psychology of Achieving Balance: 00:30:00 •Choosing a Suitable Color Scheme: 00:15:00 •Choose the Right Flooring Materials: 00:15:00 •Choosing Window Dressings: 00:15:00 •Window Treatments: 00:15:00 •Choose the Right Lighting for Each Room: 00:30:00 •Living Room Furniture Arrangements: 00:15:00 •Bedroom Furniture Arrangements: 00:15:00 •Dining Room Furniture Arrangements: 00:15:00 •Kid's Room Arrangements: 00:15:00 •Most Popular Interior Design Styles: 00:30:00 •Business Ideas: 00:15:00 •Start a Creative Design & Interior Decorator Business: 00:15:00 •Working Environment: 00:15:00 •Charge for Services: 00:30:00 •Digital Strategies to Promote Products: 00:30:00 •Marketing Plan: 00:15:00 •Assignment - Interior Design, Home Styling and Decoration Diploma: 00:00:00

Overview Unlock the secrets to a fitter, healthier you with the Science-Based Workout: Build Muscle, Lose Fat & Get Fit course! This course is your ultimate guide to transforming your body through scientifically-backed workout regimes and dietary plans.  The course starts from the basics with an 'Introduction' and 'Course Overview', to 'Simple Muscle Course Overview' and 'In-Depth Introduction'. Grasp the typical mistakes beginners make and learn the perfect Step By Step Fat Loss Formula and Muscle Building Formula. Understand the critical rules of successful dieting and nutrition and how to tailor your bulking and cutting diets.  Also, you'll discover the mysteries behind pre and post-workout meals and supplements and develop a solid workout plan. Plus, master the five essential aspects of lifting form, learn about abs and the simplest way to a six-pack, and more. The course also includes insights on crucial exercises like bench presses, squats, deadlifts, military presses, barbell rows, pull-ups, lat pulldowns, hammer curls, and tricep extensions. How will I get my certificate? After successfully completing the course you will be able to order your certificate, these are included in the price. Who is This course for? There is no experience or previous qualifications required for enrolment on this Science-Based Workout: Build Muscle, Lose Fat & Get Fit. It is available to all students, of all academic backgrounds. Requirements Our Science-Based Workout: Build Muscle, Lose Fat & Get Fit is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 4 sections • 33 lectures • 01:33:00 total length •Introduction 00:01:00 •Course Overview: 00:02:00 •Simple Muscle Course Overview: 00:02:00 •In Depth Introdcution: 00:03:00 •Most Common Beginner Mistakes: 00:04:00 •Step By Step Fat Loss Formula: 00:06:00 •Muscle Building Formula: 00:07:00 •The 2 Rules Of Successful Dieting And Nutrition: 00:10:00 •How To Create A Bulking Diet: 00:04:00 •How To Create A Cutting Diet: 00:04:00 •Pre-workout meal copy: 00:04:00 •Post workout meal copy: 00:02:00 •Supplements: 00:05:00 •Workout Plan: 00:06:00 •Cardio: 00:04:00 •5 Most Important Aspects Of Lifting Form: 00:03:00 •What About Abs - The Simplest Way To Getting A Six Pack: 00:03:00 •Warm Up: 00:03:00 •Progressive Overload: 00:03:00 •Bench Press: 00:01:00 •Squats: 00:01:00 •Deadlift: 00:01:00 •Military Press: 00:01:00 •Barbell Row (Overhand): 00:01:00 •Barbell Row (Underhand): 00:01:00 •Pull-Up: 00:01:00 •Lat Pulldown: 00:01:00 •Hammer Curls: 00:01:00 •Hammer Rope Curls: 00:01:00 •Tricep Rope Pushdown: 00:01:00 •Triceps Extensions: 00:01:00 •SMART Goals setting: 00:04:00 •More Tips To Stay Motivated: 00:01:00