https://www.udemy.com/course/master-the-fundamentals-of-probability-and-statistics

What you'll learn: 

Permutations and Combinations

Conditional Probability

Bayes' Theorem

Discrete Random Variables

Continuous Random Variables

Binomial Distribution

Geometric Distribution

Negative Binomial Distribution

Poisson Distribution

Normal Distribution

Sampling

Confidence Intervals

Hypothesis Testing

Correlations and Regression

Requirements:

Basic probability concepts learnt at middle school/secondary school level

Description:

Dear students,

Welcome to this course "Master the Fundamentals of Probability and Statistics"!

This course is designed specially for students who are: doing college-level probability and statistics, taking their IGCSE/GCE A level, the IB HL Math examinations or simply anyone who is interested to learn the basics of probability and statistics.

At the end of the course, and depending on which exams you are taking, you will learn most/all of the following:

Permutations and Combinations

Classical Probability and Conditional Probability

Discrete Random Variables

Binomial Distribution, Poisson Distribution, Geometric Distribution and Negative Binomial Distribution

Continuous Random Variables

Cumulative Density Functions

Normal Distributions

Sampling, Central Limit Theorem and Estimation Theories

Hypothesis Testing

Confidence Intervals

Correlations and Regression

Along the way, there will be quizzes and practice questions for you to get familiarized with the concepts. There may also have bonus lectures which will further enhance your understanding of the topics. If you encounter any problems, please do not hesitate to contact me for more clarifications. 

I hope that you will find this course useful in your academic and professional pursuit. Enjoy the course! Cheers! ;-)

Dr Ling, PhD

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oo oo oo oo oo oo oo oo oo oo oo oo oo oo oo oo oo oo oo oo oo oo oo ooWho this course is for:GCE/IGCSE 'A' Levels studentsIB Diploma studentsUndergraduate students who need a revision of probability and statisticsWorking professionals who need a revision of probability and statistics for their work

Who this course is for:

GCE/IGCSE 'A' Levels students

IB Diploma students

Undergraduate students who need a revision of probability and statistics

Working professionals who need a revision of probability and statistics for their work