NPTEL provides E-learning through online Web and Video courses various streams. Introduction to the Theory of Probability: PDF unavailable: 2: Axioms of Probability: PDF unavailable: 3: Axioms of Probability (Contd.) Lecture-01-Basic principles of counting; Lecture-02-Sample space , events, axioms of probability; Lecture-03-Conditional probability, Independence of events. NPTEL provides E-learning through online Web and Video courses various streams. Probability Theory and Applications. Lecture-04-Random variables, cumulative density function, expected value; Lecture-05-Discrete random variables and their distributions Sl.No Chapter Name MP4 Download; 1: Advanced Probability Theory (Lec 01) Download: 2: Advanced Probability Theory (Lec 02) Download: 3: Advanced Probability Theory (Lec 03) Introduction to Probability Theory: Lecture 3 : Conditional Probability and Independence: Lecture 3 : Conditional Probability and Independence: 256 kb: Introduction to Probability Theory: Lecture 4 : Distributions: Lecture 4 : Distributions: 272 kb: Introduction to Probability Theory: Lecture 5 : Random vectors, Joint distributions Sl.No Chapter Name English; 1: Random experiment, sample space, axioms of probability, probability space.