Learning Material

Statistics for Data Science & Machine Learning

Key Areas of Statistics

An Overview of Statistical Concepts and Machine Learning

Basic Statistical Concepts

Descriptive Statistics: Graphical Methods-Data Visualization

Descriptive Statistics: Numerical Methods

Probability Fundamentals &Probability Theory

Discrete Probability Distributions

Continuous  Probability Distributions

Sampling and Sampling Distributions

Estimating Population Values: Confidence Intervals

Introduction to Hypothesis Testing

Estimation & Hypothesis Testing Involving Two Population Parameters