Course info

FOUNDATOINS OF BUSINESS ANALYTICS      

Module 1: Introduction to Business Analytics & Probability

Business Analytics

Why Analytics

Types of Business Analytics

Random Experiment

Sample Space and Events

Probability Estimation using Relative Frequency

Algebra of Events

Fundamental Concepts of Probability

Axioms of Probability

Joint Probability

Marginal Probability

Independent Events

Conditional Probability

Applications of Simple Probability
Baye's Theorem 

Module 2: Theoretical Distributions

Random Variables

Probability Density Function (PDF)

Cumulative Distribution Function (CDF) of a Continuous Random Variable

Binomial Distribution

Poisson Distribution

Normal Distribution

Chi-Square Distribution

Student’s t Distribution

F Distribution