Master the Fundamentals of Probability and Statistics

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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