• PROBABILITY FUNDAMENTALS
• Introduction to Probabilities : Definitions, Terminology, Venn Diagrams & Probability of a Single Event
• Probability of a Single Event
• Probability of A and B : Compound Events Part 1
• Probability of A or B : Disjunction Rule & Mutually Exclusive Events
• STATISTICS FUNDAMENTALS
• Mean, Median, Mode
• DISCRETE PROBABILITY DISTRIBUTIONS
• Discrete Random Variables & Discrete Probability Distributions
• Discrete Cumulative Distribution Functions (CDF)
• Parameters of Discrete Random Variables: Mean, Median, Mode, Variance & Standard Deviation
• BINOMIAL DISTRIBUTION
• Binomial Distribution (PDF)
• Cumulative Distribution Function - Binom CDF
• CONTINUOUS PROBABILITY DISTRIBUTIONS
• Probability Density Functions & Continuous Random Variables
• Parameters of Continuous Random Variables
• Normal Distributions: Probability Density Function (PDF) & Cumulative Density Function (CDF)
• NORMAL DISTRIBUTION
• Normal Distribution, Bell Curve, PDF & CDF
• 68 95 99.7 Rule
• Inverse Normal Function