[Free] A Conceptual Guide To Probability Theory

Learn Probability Theory from Basics. – Free Course

Added on July 9, 2020 Teaching & Academics 1 min read

What you’ll learn

• BASICS OF SET THEORY
• INTRODUCTION TO PROBABILITY
• TERMS ASSOCIATED WITH PROBABILITY
• CLASSICAL DEFINITION OF PROBABILITY
• MUTUALLY EXCLUSIVE AND EXHAUSTIVE EVENTS
• BOOLE'S INEQUALITY
• IMPORTANT THEOREMS
• INDEPENDENCE OF EVENTS
• MUTUAL AND PAIRWISE INDEPENDENCE
• CONDITIONAL PROBABILITY
• SOLVED EXAMPLES

Requirements

• Strong Interest to Learn

Description

This Course Contains very precise materials with specially designed short lectures to make you an expert in probabilistic concepts.

Topics covered are,

• BASICS OF SET THEORY ( Introduction, Venn diagrams , Operations)

• INTRODUCTION TO PROBABILITY

• RELATIVE FREQUENCY

• CLASSICAL DEFINITION OF PROBABILITY

• TERMS RELATED TO PROBABILITY ( Random Experiments, Events etc. )

• IMPORTANT THEOREMS ON PROBABILITY

• BOOLE’S INEQUALITY

• INDEPENDENCE OF EVENTS

• MUTUAL AND PAIRWISE INDEPENDENCE

• CONDITIONAL PROBABILITY

• SOLVED EXAMPLES

Author(s): Akash Bagchi