DA - Probability and Statistics Notes, PYQs & Free Video Lectures

Chapter 1: Counting, Permutations and Combinations

10 videos

0/10 watched

L1 - Introduction to counting, Applications, Permutations and Combinations Explanation

L2 - Rules, Quick Decision Table, Examples. Rules for Identifying Permutations and Combinations

L3 - Permutations, Examples 1-10

L4 - Permutations Examples 11-20

L5 - Permutations Examples 21-30

L6 - Combinations, Examples 1-10

L7 - Combinations, Examples 11-20

L8 - Solutions to Problems 1-5

L9 - Solutions to Problems 6-10

L10 - Solutions to Problems 11-20

Chapter 2: Introduction to Statistics

2 videos

0/2 watched

L11 - Introduction, Motivation, Data Collection and Sampling

L12 - Measures of Central Tendency and Variability | Solutions to Problems 21-26

Chapter 3: Probability Theory

5 videos

0/5 watched

L13 - Probability Theory | Axioms | Rules | Examples

L14 - Conditional Probability | Bayes Theorem | Multiple Events | Examples

L15 - Conditional Probability | Bayes Theorem | GATE PYQs 1–10

L16 - Conditional Probability | Bayes Theorem | GATE PYQs 11–20

L17 - Probability Theory | Solutions to Problems 27–46

Chapter 4: Random Variables & Distributions

6 videos

0/6 watched

L18 - Random Variables, Discrete and Continuous

L19 - Overview of Discrete Probability Distribution and PMF

L20 - Overview of Continuous Probability Distribution and PDF

L21 - Joint Probability Distribution (Joint PMF and Joint PDF)

L22 - Marginal and Conditional Probability Distribution

L23 - Solutions to Problems 47–53

Chapter 5: Expectation & Variance

5 videos

0/5 watched

L24 - Expectation of Random Variable and Function of Random Variable

L25 - Joint Marginal and Conditional Expectation

L26 - Variance and Covariance and Examples

L27 - Linear Combinations | Solutions to Problems 54–65

L28 - Solutions to GATE PYQs (Solutions to Problems 66–72)

Chapter 6: Discrete Distributions

4 videos

0/4 watched

L29 - Binomial Distribution and Examples

L30 - Poisson Distribution and Examples

L31 - Discrete Uniform Distribution and Examples

L32 - Solutions to Problems 73–94

Chapter 7: Continuous Distributions

6 videos

0/6 watched

L33 - Continuous Uniform Distribution and Examples

L34 - Exponential Distribution and Examples

L35 - Normal and Standard Distribution and Examples

L36 - Degrees of Freedom, Student t-Distribution, Chi-Squared Distribution and Examples

L37 - Solutions to Problems 95–104

L38 - Solutions to Problems 105–113

Chapter 8: Central Limit Theorem & Confidence Intervals

3 videos

0/3 watched

L39 - Central Limit Theorem and Examples

L40 - Confidence Intervals and Examples

L41 - Solutions to Problems 114–120