Dive into a comprehensive tutorial on probability and statistics, covering essential concepts from permutations and combinations to various probability distributions. Learn the permutation formula, explore conditional probability and Bayes' theorem, and understand mathematical expectation. Master measures of central tendency and dispersion, including mean, median, mode, standard deviation, and variance. Delve into random variables and probability distributions, with a focus on binomial, Poisson, and normal distributions. Gain a solid foundation in statistical concepts and techniques applicable to data analysis and decision-making processes.
Overview
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.
Taught by
mathandscience
