Probability & Statistics

Overview

This course covers the fundamentals of Probability and Statistics. By the end of the course, students will be able to understand permutations, combinations, probability rules, conditional probability, Bayes' Theorem, mathematical expectation, measures of central tendency, standard deviation, various probability distributions like binomial, Poisson, and normal distributions. The course uses a tutorial-based teaching method and is suitable for individuals interested in gaining a strong foundation in Probability and Statistics.

Syllabus

01 - What is a Permutation? Learn the Permutation Formula..
Lesson 2 - Combinations (Probability Tutor).
Lesson 3 - Fundamentals Of Probability.
Lesson 4 - Addition Rules For Probability.
Lesson 5 - Conditional Probability.
Lesson 6 - Bayes Theorem.
Lesson 7 - Mathematical Expectation (Probability Tutor).
Lesson 8 - Median, Median, Mode (Probability Tutor).
Lesson 9 - Standard Deviation And Variance (Probability Tutor).
Lesson 10 - Random Variables And Intro To Distributions (Probability Tutor).
Lesson 11 - Binomial Distribution (Probability Tutor).
Lesson 12 - Mean And Standard Deviation Of Binomial Distribution.
Lesson 13 - Poisson Distribution (Probability Tutor)q.
Lesson 14 - Normal Probability Density.