Probability and Statistics Course Content Measure of Central Tendency Arithmetic Mean Given Frequency Values Arithmetic Mean Given Intervals Failure of Arithmetic Mean as Central Tendency Properties of Arithmetic Mean Arithmetic Mean Examples Symmetric and Asymmetric Distribution Median Median for Frequency Distribution Median Frequency Distribution Examples Mode as Central Tendency Mode for Frequency Distributions Geometric Mean as Central Tendency Geometric Mean Given Frequencies Harmonic Mean as Central Tendency Harmonic Mean Given Frequency Distribution Quartiles and its Uses Quartiles Given Frequency Distributions Measure of Dispersion Data Analytics Example Range and Quartile Deviation Mean Standard Deviation and Variance Standard Deviation Examples Probability Biased and Unbiased Random Experiment Sample Space and Event Probability Examples Coin and Dice Probability Examples on Cards Mutually Exclusive and Complement Events Axioms of Probability Probability Examples on Union Probability Examples on Combinations Dependent and Independent Events in Probability Conditional Probability with Example Conditional Probability Data Analysis Example Probability Examples 1 Multiplication Rule of Probability Probability Examples 2 Probability Examples 3 Probability Examples 4 Total Probability or Rule of Elimination Bayes Theorem with Data Analysis Example Bayes Theorem and Total Probability Probability Examples on Bayes Theorem Random Variable and Probability Distribution Discrete Random Variable and Probability Mass Function Discrete Probability Function or Not Examples Cumulative Distribution Function With Example Expected Value or Mean of Probability Distribution Probability Distribution Expected Value Examples Variance Standard Deviation of Discrete Probability Distribution Variance and Game Favorable Example on Probability Distribution Bernoulli Distribution with Example Understanding Binomial Distribution with Example Binomial Distribution Real Life Examples Binomial Distribution Data Analysis Example Understanding Poisson Distribution with Example Proof Binomial to Poisson Distribution Why Poisson Distribution is Limiting Case of Binomial Mean and Variance of Binomial Distribution Mean and Variance of Poisson Distribution Poisson Distribution Real Life Examples Understanding Continuous Probability Distribution Probability Density Function or not Example Probability Density Functions Examples Understanding Normal or Gaussian Distribution Understanding PDF of Normal Distribution Properties of Normal Distribution Standard Normal Distribution and Probability Table Finding Probabilities Standard Normal Table Standardizing Normal Random Variable Normal Distribution Real Life Examples
