Here is the outiline of this blog post :

  • Introduction to probabilty
  • What is a random variable
  • Porbability distribution
  • Probability concepts
    • Join Probability
    • Conditional probability
    • Marginal probability
    • Independance and Conditional Independance
    • Bayesian Linear Regression setting
    • Futher Topic
    • Other Ressource