Statistics

  • Random Variables
  • Types of random variables
    • Continuous
    • Discrete – Ordered & Unordered
  •  Statistical Measures of Random Variables
    • Continuous Random Variables
    • Discrete Random Variables
  • Basics of Probability
    • Population, Sample, Event
    • Probability
    • Venn Diagrams
    • Conditional Probability
    • Bayes Theorem
  • Probability Distributions of Random Variables
    • Introduction to Distribution functions
    • Continuous Probability Distribution functions
    • Discrete Probability Distribution functions
    • Joint probability Distribution functions
  • Measures of Random Variables
  • Important Discrete probability distributions
    • Binomial & Multinomial
    • Negative Binomial & Poisson
  • Important continuous probability distributions
    • Uniform distribution
    • Normal/Gaussian – Standard normal
    • Chi-Squared distribution