Probability

• $P(H|E)$ → Bayes Theorem
• $P(E)$ → Total Probability
• $P(A_1 \cap A_2)$ → Multiplication Theorem
• $P(E) = P(E|H)P(H) + P(E|H^C) P(H^C)$
• Logic Table
• Set Theory
• De Morgan Law
• Sigma Alpha
• Multiplication Theorem
• Partition
• Total Probability
• Bayes Theorem
• Binomial Theorem
• Poisson Law
• Poisson Approximation
• Distribution
• Moments
• Uncertainty Principle
• Covariance
• Weak Law of Large Number
• Random Variable
• Beta Binomial Conjugacy
• Maximum Likelihood Estimation
• SIT Technique
• Central Limit Theorem