# Advanced Topics in Probability and Random Processes

- Institution: IIT Guwahati
- Department: Electrical Engineering
- Teacher: Prof. P. K. Bora
- Level: Undergraduate
- Language: English
- Subjects: Engineering
- Source: [NPTEL](https://nptel.ac.in/courses/108103112)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/108103112)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Probability Basics](https://invisiblenetwork.ai/learn/nptel/108103112/666e7c4cba03) (Video)
2. [Random Variable-I](https://invisiblenetwork.ai/learn/nptel/108103112/ddcffaf92493) (Video)
3. [Random Variable-II](https://invisiblenetwork.ai/learn/nptel/108103112/aadb0d7847d0) (Video)
4. [Random Vectors and Random Processes](https://invisiblenetwork.ai/learn/nptel/108103112/5677f1c2c6d2) (Video)
5. [Infinite Sequence of Events-l](https://invisiblenetwork.ai/learn/nptel/108103112/e7c6a4e33c6a) (Video)
6. [Infinite Sequence of Events-ll](https://invisiblenetwork.ai/learn/nptel/108103112/fca332874904) (Video)
7. [Convergence of Sequence of Random Variables](https://invisiblenetwork.ai/learn/nptel/108103112/3b527e552919) (Video)
8. [Weak Convergence-I](https://invisiblenetwork.ai/learn/nptel/108103112/ebfe1a1458ff) (Video)
9. [Weak Convergence-II](https://invisiblenetwork.ai/learn/nptel/108103112/858853b2a8f1) (Video)
10. [Laws of Large Numbers](https://invisiblenetwork.ai/learn/nptel/108103112/3482fa0f44b4) (Video)
11. [Central Limit Theorem](https://invisiblenetwork.ai/learn/nptel/108103112/ab68aebb2c56) (Video)
12. [Large Deviation Theory](https://invisiblenetwork.ai/learn/nptel/108103112/5bd75da1a638) (Video)
13. [Crammer's Theorem for Large Deviation](https://invisiblenetwork.ai/learn/nptel/108103112/ed4cc3b98bb6) (Video)
14. [Introduction to Markov Processes](https://invisiblenetwork.ai/learn/nptel/108103112/b78d26b510ff) (Video)
15. [Discrete Time Markov Chain](https://invisiblenetwork.ai/learn/nptel/108103112/b837baec9d62) (Video)
16. [Discrete Time Markov Chain-2](https://invisiblenetwork.ai/learn/nptel/108103112/23703b077e32) (Video)
17. [Discrete Time Markov Chain-3](https://invisiblenetwork.ai/learn/nptel/108103112/3e049ba501f1) (Video)
18. [Discrete Time Markov Chain-4](https://invisiblenetwork.ai/learn/nptel/108103112/f591114d30a8) (Video)
19. [Discrete Time Markov Chain-5](https://invisiblenetwork.ai/learn/nptel/108103112/e608483792b9) (Video)
20. [Continuous Time Markov Chain - 1](https://invisiblenetwork.ai/learn/nptel/108103112/f57fea6bd4ab) (Video)
21. [Continuous Time Markov Chain - 2](https://invisiblenetwork.ai/learn/nptel/108103112/505d546739cc) (Video)
22. [Continuous Time Markov Chain - 3](https://invisiblenetwork.ai/learn/nptel/108103112/cc9e9cfef825) (Video)
23. [Martingale Process-1](https://invisiblenetwork.ai/learn/nptel/108103112/0b84d3bfd6a6) (Video)
24. [Martingle Process-2](https://invisiblenetwork.ai/learn/nptel/108103112/0fb6f6e7b73e) (Video)