# Probability and Random Processes

- Institution: IIT Kharagpur
- Department: Electronics & Communication Engineering
- Teacher: Prof. Mrityunjoy Chakraborty
- Level: Undergraduate
- Language: English
- Subjects: Engineering, Society and politics
- Source: [NPTEL](https://nptel.ac.in/courses/117105085)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/117105085)
- Who can watch: Teens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Introduction to the Theory of Probability](https://invisiblenetwork.ai/learn/nptel/117105085/3535ef65606a) (Video)
2. [Axioms of Probability](https://invisiblenetwork.ai/learn/nptel/117105085/eb85d3a63fc0) (Video)
3. [Axioms of Probability (Contd.)](https://invisiblenetwork.ai/learn/nptel/117105085/d7b64ab592d3) (Video)
4. [Introduction to Random Variables](https://invisiblenetwork.ai/learn/nptel/117105085/7bc6f914e6aa) (Video)
5. [Probability Distributions and Density Functions](https://invisiblenetwork.ai/learn/nptel/117105085/30da4e85ae50) (Video)
6. [Conditional Distribution and Density Functions](https://invisiblenetwork.ai/learn/nptel/117105085/0d57339841f7) (Video)
7. [Function of a Random Variable](https://invisiblenetwork.ai/learn/nptel/117105085/9632e03c528b) (Video)
8. [Function of a Random Variable (Contd.)](https://invisiblenetwork.ai/learn/nptel/117105085/53c7c4cd62eb) (Video)
9. [Mean and Variance of a Random Variable](https://invisiblenetwork.ai/learn/nptel/117105085/b22b7e7c8051) (Video)
10. [Moments](https://invisiblenetwork.ai/learn/nptel/117105085/de5dec47aae8) (Video)
11. [Characteristic Function](https://invisiblenetwork.ai/learn/nptel/117105085/63af138a0103) (Video)
12. [Two Random Variables](https://invisiblenetwork.ai/learn/nptel/117105085/a234764fd99c) (Video)
13. [Function of Two Random Variables](https://invisiblenetwork.ai/learn/nptel/117105085/b7dddd83bf6b) (Video)
14. [Function of Two Random Variables (Contd.)](https://invisiblenetwork.ai/learn/nptel/117105085/44afc6f21b87) (Video)
15. [Correlation Covariance and Related Innver](https://invisiblenetwork.ai/learn/nptel/117105085/af3314eeb65e) (Video)
16. [Vector Space of Random Variables](https://invisiblenetwork.ai/learn/nptel/117105085/a6f4a3ff89e7) (Video)
17. [Joint Moments](https://invisiblenetwork.ai/learn/nptel/117105085/76e4a2d7533f) (Video)
18. [Joint Characteristic Functions](https://invisiblenetwork.ai/learn/nptel/117105085/f0d652ca1869) (Video)
19. [Joint Conditional Densities](https://invisiblenetwork.ai/learn/nptel/117105085/3edabf669685) (Video)
20. [Joint Conditional Densities (Contd.)](https://invisiblenetwork.ai/learn/nptel/117105085/57b4220ff8f0) (Video)
21. [Sequences of Random Variables](https://invisiblenetwork.ai/learn/nptel/117105085/9bb1003dae50) (Video)
22. [Sequences of Random Variables (Contd.)](https://invisiblenetwork.ai/learn/nptel/117105085/2079b0fcdc4a) (Video)
23. [Correlation Matrices and their Properties](https://invisiblenetwork.ai/learn/nptel/117105085/e95ee898f909) (Video)
24. [Correlation Matrices and their Properties](https://invisiblenetwork.ai/learn/nptel/117105085/5c51e4109989) (Video)
25. [Conditional Densities of Random Vectors](https://invisiblenetwork.ai/learn/nptel/117105085/372668821ab1) (Video)
26. [Characteristic Functions and Normality](https://invisiblenetwork.ai/learn/nptel/117105085/ada88fe010db) (Video)
27. [Tchebycheff Inequality and Estimation of an Unknown Parameter](https://invisiblenetwork.ai/learn/nptel/117105085/f1a19569b0c4) (Video)
28. [Central Limit Theorem](https://invisiblenetwork.ai/learn/nptel/117105085/dd775d936546) (Video)
29. [Introduction to Stochastic Process](https://invisiblenetwork.ai/learn/nptel/117105085/14d9bf206a0d) (Video)
30. [Stationary Processes](https://invisiblenetwork.ai/learn/nptel/117105085/28b5fc1d3ba3) (Video)
31. [Cyclostationary Processes](https://invisiblenetwork.ai/learn/nptel/117105085/0ee265f4fb62) (Video)
32. [System with Random Process at Input](https://invisiblenetwork.ai/learn/nptel/117105085/e25ef2edd08e) (Video)
33. [Ergodic Processes](https://invisiblenetwork.ai/learn/nptel/117105085/0aee5e539f7d) (Video)
34. [Introduction to Spectral Analysis](https://invisiblenetwork.ai/learn/nptel/117105085/26f6933616c7) (Video)
35. [Spectral Analysis Contd.](https://invisiblenetwork.ai/learn/nptel/117105085/ea83eb8b853b) (Video)
36. [Spectrum Estimation - Non Parametric Methods](https://invisiblenetwork.ai/learn/nptel/117105085/86a70f461fe4) (Video)
37. [Spectrum Estimation - Parametric Methods](https://invisiblenetwork.ai/learn/nptel/117105085/5cb9e4f56ebe) (Video)
38. [Autoregressive Modeling and Linear Prediction](https://invisiblenetwork.ai/learn/nptel/117105085/890ef1e84f16) (Video)
39. [Linear Mean Square Estimation - Wiener (FIR)](https://invisiblenetwork.ai/learn/nptel/117105085/695ad7c0129e) (Video)
40. [Adaptive Filtering - LMS Algorithm](https://invisiblenetwork.ai/learn/nptel/117105085/5e5c81a72e8a) (Video)