[Free] A Conceptual Guide To Probability Theory

Learn Probability Theory from Basics. – Free Course

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
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