38 Courses

Explore the intricate world of actuarial science with our comprehensive course on Mathematical Foundations. From deterministic models to stochastic life contingencies, delve into key concepts like cash flow valuation, life insurance principles, and premium calculation. Master risk management, taxation, and inflation considerations, and equip yourself with the mathematical tools essential for success in the dynamic field of actuarial science. Elevate your skills and embark on a rewarding career as a knowledgeable and proficient actuary.

If you are new to Quantum computing, then this course will help you understand the fundamentals and practicalities of this field. This course will provide you with step-by-step guidance in learning the implementation and important methodologies associated with Quantum computing in a beginner-friendly environment.

Highlights of the Course Course Type: Self-Paced Online Learning Accreditation: Pearson Edexcel Qualification: Nationally Recognised Qualification Study Materials: High-Quality E-Learning Study Materials Certificate: Certificate upon passing the official exam Access: 1 Year Access Tutor Support: Paid Tutor Support Customer Support: 24/7 live chat available What you will learn from this course? Upon successful completion of this GCSE Maths Course, you will be able to: Become fluent in your understanding, skills, and knowledge of mathematical concepts and techniques Know how to use mathematical reasoning, inference and deduction, and conclusion-making Possess the capacity to comprehend, interpret, and communicate mathematical knowledge in a variety of context- and content-appropriate ways Know how to apply the skills you acquired from this course in a real-life context Learn how to apply mathematical techniques to address diverse issues GCSE Maths Course - Foundation Tier GCSE Maths Online This GCSE Maths Course is accredited by Pearson Edexcel and regulated by Ofqual, making it a nationally recognised credential that will improve your CV and set you apart from the competition. This comprehensive course will equip you with the knowledge and qualifications you need to demonstrate your grasp of fundamental math theories like algebra, ratio, geometry, probability, statistics, etc. Towards the end of this course, you will gain extensive mathematical skills and expertise to pass the official exam and address potential issues around you. Who is this Course for? The following individuals may benefit from this GCSE Maths Course: University applicants Students who require a grade within grades 1-5 Anyone who finds the higher tier difficult Anyone interested to build a career in STEM Anyone planning to take maths in A-level Anyone trying to increase their chances of landing a job Anyone who desires to develop their mathematical foundations Whether you are a complete beginner or an aspiring professional, this course will provide you with the necessary skills and professional competence, and open your doors to a wide number of professions within your chosen sector. Eligibility Requirements This GCSE Maths Course has no academic prerequisites and is open to students from all academic disciplines. Career Path This GCSE Maths Course will provide you with a fresh opportunity to enter the relevant job market and successfully escalate to advanced vocational study. Additionally, you will be able to advance your career, increase your level of competition in your chosen field, and highlight these skills on your resume. Assessment Procedure Students must complete a variety of interactive online examinations at the conclusion of each module to evaluate the understanding and skills they are learning in this GCSE Maths Course. These assessments also determine if students can demonstrate these skills effectively. At the end of the module, you can also keep track of your progress and regularly check your score. Upon successfully completing this course, you can schedule your official exam by contacting us at [email protected]. About Official Exam There are three paper-based tests in the Pearson Edexcel GCSE Maths Foundation Tier. Assessment Format of Paper 1 Concepts covered: Number, algebra, ratio, proportion and rates of change, geometry and measures, probability and statistics Exam time: 1 Hour 30 minutes written exam Total marks: 80 Total weight: 33.33% of GCSE Question format: Written examination papers with a range of different question types Other information: No calculator is allowed Assessment Format of Paper 2 Concepts covered: Number, algebra, ratio, proportion and rates of change, geometry and measures, probability and statistics Exam time: 1 Hour 30 minutes written exam Total warks: 80 Total weight: 33.33% of GCSE Question format: Written examination papers with a range of different question types Other information: Calculator is allowed Assessment Format of Paper 3 Concepts covered: Number, algebra, ratio, proportion and rates of change, geometry and measures, probability and statistics Exam time: 1 Hour 30 minutes written exam Total marks: 80 Total weight: 33.33% of GCSE Question format: Written examination papers with a range of different question types Other information: Calculator is allowed This GCSE Maths Course is accredited by Pearson Edexcel and regulated by Ofqual. What is Pearson Edexcel? The academic and general qualification Pearson Edexcel is created to advance and improve learners' skills while advancing knowledge. With the aid of Edexcel certifications, students can advance either into a higher education programme or right into the workforce. They are based on the excellence and traditions of the British educational system and have been made current and simple for both UK and international students to access.  Benefits of Pearson Edexcel They lead the way in digital teaching, learning and assessments This qualification is recognised in the UK and across the world It is valued by employers all over the world Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market What is Ofqual? Qualifications, exams, and assessments are governed in England by Ofqual (The Office of Qualifications and Examinations Regulation). They are in charge of identifying the knowledge, skills, and understanding that students have displayed, and also ensuring that all the assessments and exams reveal what a student has accomplished. Benefits of Ofqual Regulation This regulation is valued internationally Created in accordance with specific national standards Designed in collaboration with industry to guarantee their suitability. Accurately reflect the knowledge, abilities, and understanding that the learners have shown. Candidates who have obtained a qualification that is governed by Ofqual are seen with greater confidence by employers. Course Curriculum Initial Assessment Initial Assessment 01:00:00 Algebra FT Algebra FT 01:00:00 Assessment - Algebra FT 02:14:00 Geometry FT Geometry FT 01:00:00 Assessment - Geometry FT 01:08:00 Number FT Number FT 02:00:00 Assessment - Number FT 02:24:00 Probability FT Probability FT 01:00:00 Assessment - Probability FT 00:50:00 Statistics FT Statistics FT 01:00:00 Assessment - Statistics FT 00:42:00 Feedback Feedback 00:00:00

Highlights of the Course Course Type: Self-Paced Online Learning Accreditation: Pearson Edexcel Qualification: Nationally Recognised Qualification Study Materials: High-Quality E-Learning Study Materials Certificate: Certificate upon passing the official exam Access: 1 Year Access Tutor Support: Paid Tutor Support Customer Support: 24/7 live chat available What you will learn from this course? Upon successful completion of this GCSE Maths Course, you will be able to: Gain advanced understanding, skills, and knowledge of mathematical concepts and techniques Know how to use advanced mathematical reasoning, inference and deduction, and conclusion-making Possess the capacity to comprehend, interpret, and communicate mathematical knowledge in a variety of context- and content-appropriate ways Know how to apply the skills you acquired from this course in a real-life context Learn how to apply complex mathematical techniques to address complicated and diverse set of problems GCSE Maths Online Course | Higher Tier This GCSE Maths Course is accredited by Pearson Edexcel and regulated by Ofqual, making it a nationally recognised credential that will improve your CV and set you apart from the competition. With the knowledge and credentials you'll gain from this extensive course, you'll be able to demonstrate your overall understanding of complex mathematical theories like algebra, ratio, geometry, probability, statistics, etc. Towards the end of this course, you will acquire broad mathematical knowledge and skills necessary to pass the test and deal with any problems in your surroundings. Who is this Course for? The following individuals may benefit from this GCSE Maths Course: University applicants Students who require a grade within grades 4-9 Anyone who wants to get a higher grade Anyone interested to build a career in STEM Anyone planning to take maths in A-level Anyone trying to increase their chances of landing a job Anyone who desires to develop their mathematical foundations Whether you are a complete beginner or an aspiring professional, this course will provide you with the necessary skills and professional competence, and open your doors to a wide number of professions within your chosen sector. Eligibility Requirements This GCSE Maths Course has no academic prerequisites and is open to students from all academic disciplines. Career Path This GCSE Maths Course will provide you with a fresh opportunity to enter the relevant job market and successfully escalate to advanced vocational study. Additionally, you will be able to advance your career, increase your level of competition in your chosen field, and highlight these skills on your resume. Assessment Procedure Students must complete a variety of interactive online examinations at the conclusion of each module to evaluate the understanding and skills they are learning in this GCSE Maths Course. These assessments also determine if students can demonstrate these skills effectively. At the end of the module, you can also keep track of your progress and regularly check your score. Upon successfully completing this course, you can schedule your official exam by contacting us at [email protected]. About Official Exam There are three paper-based tests in the Pearson Edexcel GCSE Maths Higher Tier. Assessment Format of Paper 1 Concepts covered: Number, algebra, ratio, proportion and rates of change, geometry and measures, probability and statistics Exam time: 1 Hour 30 minutes written exam Total marks: 80 Total weight: 33.33% of GCSE Question format: Written examination papers with a range of different question types Other information: No calculator is allowed Assessment Format of Paper 2 Concepts covered: Number, algebra, ratio, proportion and rates of change, geometry and measures, probability and statistics Exam time: 1 Hour 30 minutes written exam Total warks: 80 Total weight: 33.33% of GCSE Question format: Written examination papers with a range of different question types Other information: Calculator is allowed Assessment Format of Paper 3 Concepts covered: Number, algebra, ratio, proportion and rates of change, geometry and measures, probability and statistics Exam time: 1 Hour 30 minutes written exam Total marks: 80 Total weight: 33.33% of GCSE Question format: Written examination papers with a range of different question types Other information: Calculator is allowed This GCSE Maths Course is accredited by Pearson Edexcel and regulated by Ofqual. What is Pearson Edexcel? The academic and general qualification Pearson Edexcel is created to advance and improve learners' skills while advancing knowledge. With the aid of Edexcel certifications, students can advance either into a higher education programme or right into the workforce. They are based on the excellence and traditions of the British educational system and have been made current and simple for both UK and international students to access.  Benefits of Pearson Edexcel They lead the way in digital teaching, learning and assessments This qualification is recognised in the UK and across the world It is valued by employers all over the world Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market What is Ofqual? Qualifications, exams, and assessments are governed in England by Ofqual (The Office of Qualifications and Examinations Regulation). They are in charge of identifying the knowledge, skills, and understanding that students have displayed, and also ensuring that all the assessments and exams reveal what a student has accomplished. Benefits of Ofqual Regulation This regulation is valued internationally Created in accordance with specific national standards Designed in collaboration with industry to guarantee their suitability. Accurately reflect the knowledge, abilities, and understanding that the learners have shown. Candidates who have obtained a qualification that is governed by Ofqual are seen with greater confidence by employers. Course Curriculum Initial Assessment Initial Assessment 01:00:00 Algebra HT Algebra HT 02:00:00 Assessment - Algebra HT 02:58:00 Geometry HT Geometry HT 02:00:00 Assessment - Geometry HT 00:10:00 Number HT Number HT 02:00:00 Assessment - Number HT 00:10:00 Probability HT Probability HT 02:00:00 Assessment - Probability HT 01:00:00 Statistics HT Statistics HT 02:00:00 Assessment - Statistics HT 00:50:00 Feedback Feedback 00:00:00

Step into the captivating world of Functional Skills Maths Level 2, a course that transcends mere numbers. It's not just about equations; it's about empowering you to conquer challenges and infuse confidence into your every step. Imagine a world where percentages aren't daunting but doors opening to financial empowerment.    Functional Skills Maths Level 2 equips learners with essential mathematical competencies. This course addresses real-world challenges, empowering individuals to navigate daily life, business, and further education with confidence. Proficiency in BODMAS, decimals, ratios, and more provides tangible benefits, fostering problem-solving and decision-making skills. Students gain a competitive edge in personal and professional spheres, improving their prospects and contributing to a numerically literate society.   By mastering concepts like percentages and unitary methods, learners enhance their financial acumen, crucial for managing personal finances or pursuing business ventures. This course is a gateway to unlocking opportunities, and fostering a deeper understanding of mathematical applications in diverse contexts. The practical skills acquired are invaluable for achieving academic success, career advancement, and overall personal development.   Learning Outcomes Apply rules of BODMAS for accurate mathematical simplification. Demonstrate proficiency in working with integers and directed numbers. Master calculations involving decimals, percentages, and scientific notation. Analyse and solve problems related to profit, loss, discount, and tax. Utilise unitary methods in practical applications and problem-solving scenarios. Understand and apply concepts of ratio, proportion, and fractions effectively. Successfully estimate and approximate numerical values in real-world situations. Comprehend the principles of factors, multiples, and their mathematical relationships. Apply mathematical skills to solve mock and final exam questions effectively.   Who is this Award in Functional Skills Maths at QLS Level 2 Course For? Individuals seeking practical math skills for daily life. Students aiming for academic success and confidence in mathematics. Professionals looking to enhance their financial literacy. Entrepreneurs and business enthusiasts want sound mathematical foundations. Anyone wanting to improve problem-solving abilities through practical math.   Why Choose This Award in Functional Skills Maths at QLS Level 2 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.   Career Path Administrative roles: Administrative Assistant (£18,000 - £25,000 per year) Retail positions: Retail Manager (£20,000 - £45,000 per year) Finance sector: Junior Accountant (£20,000 - £30,000 per year) Business ownership: Small Business Owner (Earnings vary widely) Further studies: Access to higher-level math courses for specialised careers.   Prerequisites This Functional Skills Maths - Level 2 is open to all, irrespective of prior qualifications. Enrolling is simple, and the course, created by experts, functions seamlessly on PCs, Macs, tablets, and smartphones. With accessibility from any location with a reliable internet connection, this course provides convenient learning options.   Certification After finishing the course content, you'll encounter a written assignment test. Upon successful completion, you can acquire a PDF certificate for a fee of £4.99. If you prefer a physical copy, you can order an original hard copy for an extra £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 £75 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 Integers ( Directed Numbers) Lecture 1 Introduction 00:02:00 Lecture 2 Multiplying any digit number by 11, 22, and 33 00:09:00 Lecture 3 Integers and ordering of integers 00:06:00 Lecture 4 Addition and Subtractions of Integers 00:07:00 Lecture 5 Operations on Integers 00:04:00 Lecture 6 Multiplication and Division of Integers 00:04:00 Lecture 7 Powers of Integers (Exponents) 00:04:00 Factors and Multiples Lecture 8 Complete knowledge about factors and multiples 00:06:00 Lecture 9 Divisibility tests for 2,3,4,5,6 00:07:00 Lecture 10 Divisibility rules 7,8,9,10,11 00:06:00 Lecture 11 Prime Factorization 00:06:00 Lecture 12 Highest Common Factor HCF 00:10:00 Lecture 13 Least Common Multiple LCM 00:16:00 Lecture 14 Relation between LCM and HCF 00:04:00 Fractions Lecture 15 Classification of Fractions 00:04:00 Lecture 16 Convert mixed to improper and improper to mixed fractions 00:03:00 Lecture 17 Equivalent Fractions 00:04:00 Lecture 18 Comparing Fractions after converting to like fractions 00:09:00 Lecture 19 Reducing a fraction to lowest term 00:04:00 Lecture 20 Addition and subtraction OF fractions 00:08:00 Lecture 21 Multiplication and division of fractions 00:11:00 Lecture 22 Word problems on fractions 00:16:00 Simplification Rule : BODMAS Lecture 23 BODMAS and rules to remove brackets 00:03:00 Lecture 24 Simplify expressions using BODMAS rules 00:05:00 Lecture 25 Simplify expressions involving fractions using BODMAS 00:07:00 Decimal numbers Lecture 26 Decimal numbers in relation to fractions 00:08:00 Lecture 27 Like and unlike Decimals 00:05:00 Lecture 28 Ordering of Decimal numbers 00:10:00 Lecture 29 Addition and subtraction of Decimal 00:07:00 Lecture 30 Multiplication of Decimal 00:03:00 Lecture 31 Division of Decimal 00:05:00 Rational Numbers Lecture 32 Rational number 00:02:00 Lecture 33 Representation of Rational Numbers on Number line 00:04:00 Lecture 34 Determining which fraction is terminating or non terminating 00:05:00 Lecture 35 shortcut method of writing decimal expansion of fraction to decimal 00:08:00 Approximation Lecture 36 Rounding to whole number 00:06:00 Lecture 37 Rounding to required number of decimals (1 d.p. ) 00:05:00 Lecture 38 rounding to significant digits 00:07:00 Lecture 39 Practice question on three methods of approximation 1 00:05:00 Estimation and Scientific Notation or Standard form Lecture 40 Estimation 00:05:00 Lecture 41 Scientific Notation 00:07:00 Lecture 42 Operation on numbers when they are in scientific notation 00:06:00 Percentage Lecture 43 Percentage to fraction and fraction to percentage 00:06:00 Lecture 44 Percentage of a quantity and conversation to decimal 00:06:00 Lecture 45 Expressing one quantity as percentage of another quantity 00:06:00 Lecture 46 Finding increase decrease percent 00:05:00 Lecture 47 Uses of percentages-Word Problems 00:09:00 Ratio and Proportion Lecture 48 Ratio- How to express as simple ratio 00:09:00 Lecture 49 How to compare Ratios 00:04:00 Lecture 50 Word problems on finding ratios 00:07:00 Lecture 51 To divide a given quantity into a given Ratio 00:11:00 Lecture 52 Proportion 00:04:00 Lecture 53 Practice problems on Proportion 00:06:00 Lecture 54 Continued proportion 00:06:00 Unitary Method and its Applications Lecture 55 Direct Variation ( or proportion) 00:04:00 Lecture 56 Problems based on Direct proportion 00:10:00 Lecture 57 Inverse Variation ( or proportion) 00:10:00 Lecture 58 Multiple Ratios 00:10:00 Profit , Loss, discount and Tax Lecture 59 Basics - Profit and Loss 00:04:00 Lecture 60 More practice problems on Profit & Loss 00:06:00 Lecture 61 Selling price formula and Problems 00:04:00 Lecture 62 Cost price formula and Problems 00:03:00 Lecture 63 Higher problems on Profit and Loss 00:08:00 Lecture 64 Basics - Discount.mp4 00:05:00 Lecture 65 Practice problems on Discount 00:04:00 Lecture 66 Tax 00:06:00 Mock Exam Mock Exam - Award in Functional Skills Maths at QLS Level 2 00:20:00 Final Exam Final Exam - Award in Functional Skills Maths at QLS Level 2 00:20:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00

Do you want to master the essential mathematical skills for data science and machine learning? Do you want to learn how to apply statistics and probability to real-world problems and scenarios? If yes, then this course is for you! In this course, you will learn the advanced concepts and techniques of statistics and probability that are widely used in data science and machine learning. You will learn how to describe and analyse data using descriptive statistics, distributions, and probability theory. You will also learn how to perform hypothesis testing, regressions, ANOVA, and machine learning algorithms to make predictions and inferences from data. You will gain hands-on experience with practical exercises and projects using Python and R. Learning Outcomes By the end of this course, you will be able to: Apply descriptive statistics, distributions, and probability theory to summarise and visualise data Perform hypothesis testing, regressions, ANOVA, and machine learning algorithms to make predictions and inferences from data Use Python and R to implement statistical and machine learning methods Interpret and communicate the results of your analysis using appropriate metrics and visualisations Solve real-world problems and scenarios using statistics and probability Why choose this Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 course for? This course is for anyone who wants to learn the advanced concepts and techniques of statistics and probability for data science and machine learning. This course is suitable for: Data scientists, machine learning engineers, and analysts who want to enhance their skills and knowledge Students and researchers who want to learn the mathematical foundations of data science and machine learning Professionals and managers who want to understand and apply data-driven decision making Hobbyists and enthusiasts who want to explore and learn from data Anyone who loves statistics and probability and wants to challenge themselves Career path Data Scientist (£35,000 - £55,000) Machine Learning Engineer (£40,000 - £60,000) Statistician (£35,000 - £55,000) Data Analyst (£40,000 - £60,000) Business Intelligence Analyst (£45,000 - £65,000) Senior Data Analyst (£50,000 - £70,000) Prerequisites This Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £135 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Section 01: Let's get started Welcome! 00:02:00 What will you learn in this course? 00:06:00 How can you get the most out of it? 00:06:00 Section 02: Descriptive statistics Intro 00:03:00 Mean 00:06:00 Median 00:05:00 Mode 00:04:00 Mean or Median? 00:08:00 Skewness 00:08:00 Practice: Skewness 00:01:00 Solution: Skewness 00:03:00 Range & IQR 00:10:00 Sample vs. Population 00:05:00 Variance & Standard deviation 00:11:00 Impact of Scaling & Shifting 00:19:00 Statistical moments 00:06:00 Section 03: Distributions What is a distribution? 00:10:00 Normal distribution 00:09:00 Z-Scores 00:13:00 Practice: Normal distribution 00:04:00 Solution: Normal distribution 00:07:00 Section 04: Probability theory Intro 00:01:00 Probability Basics 00:10:00 Calculating simple Probabilities 00:05:00 Practice: Simple Probabilities 00:01:00 Quick solution: Simple Probabilities 00:01:00 Detailed solution: Simple Probabilities 00:06:00 Rule of addition 00:13:00 Practice: Rule of addition 00:02:00 Quick solution: Rule of addition 00:01:00 Detailed solution: Rule of addition 00:07:00 Rule of multiplication 00:11:00 Practice: Rule of multiplication 00:01:00 Solution: Rule of multiplication 00:03:00 Bayes Theorem 00:10:00 Bayes Theorem - Practical example 00:07:00 Expected value 00:11:00 Practice: Expected value 00:01:00 Solution: Expected value 00:03:00 Law of Large Numbers 00:08:00 Central Limit Theorem - Theory 00:10:00 Central Limit Theorem - Intuition 00:08:00 Central Limit Theorem - Challenge 00:11:00 Central Limit Theorem - Exercise 00:02:00 Central Limit Theorem - Solution 00:14:00 Binomial distribution 00:16:00 Poisson distribution 00:17:00 Real life problems 00:15:00 Section 05: Hypothesis testing Intro 00:01:00 What is a hypothesis? 00:19:00 Significance level and p-value 00:06:00 Type I and Type II errors 00:05:00 Confidence intervals and margin of error 00:15:00 Excursion: Calculating sample size & power 00:11:00 Performing the hypothesis test 00:20:00 Practice: Hypothesis test 00:01:00 Solution: Hypothesis test 00:06:00 T-test and t-distribution 00:13:00 Proportion testing 00:10:00 Important p-z pairs 00:08:00 Section 06: Regressions Intro 00:02:00 Linear Regression 00:11:00 Correlation coefficient 00:10:00 Practice: Correlation 00:02:00 Solution: Correlation 00:08:00 Practice: Linear Regression 00:01:00 Solution: Linear Regression 00:07:00 Residual, MSE & MAE 00:08:00 Practice: MSE & MAE 00:01:00 Solution: MSE & MAE 00:03:00 Coefficient of determination 00:12:00 Root Mean Square Error 00:06:00 Practice: RMSE 00:01:00 Solution: RMSE 00:02:00 Section 07: Advanced regression & machine learning algorithms Multiple Linear Regression 00:16:00 Overfitting 00:05:00 Polynomial Regression 00:13:00 Logistic Regression 00:09:00 Decision Trees 00:21:00 Regression Trees 00:14:00 Random Forests 00:13:00 Dealing with missing data 00:10:00 Section 08: ANOVA (Analysis of Variance) ANOVA - Basics & Assumptions 00:06:00 One-way ANOVA 00:12:00 F-Distribution 00:10:00 Two-way ANOVA - Sum of Squares 00:16:00 Two-way ANOVA - F-ratio & conclusions 00:11:00 Section 09: Wrap up Wrap up 00:01:00 Assignment Assignment - Statistics & Probability for Data Science & Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00

The “ISO 30414:2018 Lead Auditor” course provides comprehensive training for participants to be able to: Understand to audit each and every ISO 30414:2018 guidelines; Identify measurement opportunities; diagnose HR financial and operational measures, Quantify HR department’s contribution to the overall bottom line, through solid, factual, and verifiable data and analyze toughest workforce decisions with easy-to-use mathematical formulas. Learn fundamental auditing skills;

About this Course This 5 full-day course presents the most modern statistical and mathematical forecasting frameworks used by practitioners to tackle the load forecasting problem across short time and long time scales. The course presents practical applications to solving forecasting challenges, supported by real life examples from large control areas. It presents the weather impacts on the load forecasts and the methodologies employed to quantify the weather effect and building a repository of weather normal data. A good load forecast methodology must improve its forecasting accuracy and support a consistent load forecasting process. The load forecasting widely used in the power industry has evolved significantly with the advancement and adoption of Artificial Intelligence techniques such as Machine Learning. With the increased penetration of inverter-based resources, the operation of electric grids grew in complexity, leading to load forecasts that are updated more frequently than once a day. Furthermore, several jurisdictions adopted a smaller granularity than the hourly load forecasts in the effort to reduce the forecasting uncertainties. On the generation side, fuel forecasting professionals must meet energy requirements while making allowance for the uncertainty on both the demand and the supply side. This training course will also feature a guest speaker, who is a Ph.D candidate to provide insights into the most modern aspects of Artificial Intelligence in the context of load forecasting. Training Objectives This course offers a comprehensive approach to all aspects of load forecasting: Gain a perspective of load forecasting from both operators in the generating plant and system operators. Understand and review the advanced load forecasting concepts and forecasting methodologies Learn the application of Artificial Neural Networks and Probabilistic Forecasting methods to manage forecasting uncertainties in short time frames Appreciate market segmentation and econometric framework for long term forecasts Find out the most recent practical application of load forecasting as examples from large power companies Get access to recent industry reports and developments Target Audience Energy load forecasting professionals from power plant and system operators Energy planners and energy outlook forecasters and plant operators Fuel procurement professionals Planners and schedulers of thermal generating units Course Level Intermediate Trainer Your expert course instructor is a Utility Executive with extensive global experience in power system operation and planning, energy markets, enterprise risk and regulatory oversight. She consults on energy markets integrating renewable resources from planning to operation. She led complex projects in operations and conducted long term planning studies to support planning and operational reliability standards. Specializing in Smart Grids, Operational flexibilities, Renewable generation, Reliability, Financial Engineering, Energy Markets and Power System Integration, she was recently engaged by the Inter-American Development Bank/MHI in Guyana. She was the Operations Expert in the regulatory assessment in Oman. She is a registered member of the Professional Engineers of Ontario, Canada. She is also a contributing member to the IEEE Standards Association, WG Blockchain P2418.5. With over 25 years with Ontario Power Generation (Revenue $1.2 Billion CAD, I/S 16 GW), she served as Canadian representative in CIGRE, committee member in NSERC (Natural Sciences and Engineering Research Council of Canada), and Senior Member IEEE and Elsevier since the 90ties. Our key expert chaired international conferences, lectured on several continents, published a book on Reliability and Security of Nuclear Power Plants, contributed to IEEE and PMAPS and published in the Ontario Journal for Public Policy, Canada. She delivered seminars organized by the Power Engineering Society, IEEE plus seminars to power companies worldwide, including Oman, Thailand, Saudi Arabia, Malaysia, Indonesia, Portugal, South Africa, Japan, Romania, and Guyana. Our Key expert delivered over 60 specialized seminars to executives and engineers from Canada, Europe, South and North America, Middle East, South East Asia and Japan. Few examples are: Modern Power System in Digital Utilities - The Energy Commission, Malaysia and utilities in the Middle East, GCCIA, June 2020 Assessment of OETC Control Centre, Oman, December 2019 Demand Side management, Load Forecasting in a Smart Grid, Oman, 2019 Renewable Resources in a Smart Grid (Malaysia, Thailand, Indonesia, GCCIA, Saudi Arabia) The Modern Power System: Impact of the Power Electronics on the Power System The Digital Utility, AI and Blockchain Smart Grid and Reliability of Distribution Systems, Cyme, Montreal, Canada Economic Dispatch in the context of an Energy Market (TNB, Sarawak Energy, Malaysia) Energy Markets, Risk Assessment and Financial Management, PES, IEEE: Chicago, San Francisco, New York, Portugal, South Africa, Japan. Provided training at CEO and CRO level. Enterprise Risk methodology, EDP, Portugal Energy Markets: Saudi Electricity Company, Tenaga National Berhad, Malaysia Reliability Centre Maintenance (South East Asia, Saudi Electricity Company, KSA) EUSN, ENERGY & UTILITIES SECTOR NETWORK, Government of Canada, 2016 Connected+, IOT, Toronto, Canada September 2016 and 2015 Smart Grid, Smart Home HomeConnect, Toronto, Canada November 2014 Wind Power: a Cautionary Tale, Ontario Centre for Public Policy, 2010 POST TRAINING COACHING SUPPORT (OPTIONAL) To further optimise your learning experience from our courses, we also offer individualized 'One to One' coaching support for 2 hours post training. We can help improve your competence in your chosen area of interest, based on your learning needs and available hours. This is a great opportunity to improve your capability and confidence in a particular area of expertise. It will be delivered over a secure video conference call by one of our senior trainers. They will work with you to create a tailor-made coaching program that will help you achieve your goals faster. Request for further information post training support and fees applicable Accreditions And Affliations

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