# Stochastic Processes

- Institution: IIT Delhi
- Department: Mathematics
- Teacher: Prof. Dharmaraja
- Level: Undergraduate
- Language: English
- Subjects: Mathematics
- Source: [NPTEL](https://nptel.ac.in/courses/111102098)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/111102098)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Introduction and motivation for studying stochastic processes](https://invisiblenetwork.ai/learn/nptel/111102098/76ba078ef0e7) (Video)
2. [Probability space and conditional probability](https://invisiblenetwork.ai/learn/nptel/111102098/013242147525) (Video)
3. [Random Variable and cumulative distribution function](https://invisiblenetwork.ai/learn/nptel/111102098/87a70c033966) (Video)
4. [Discrete Uniform Distribution](https://invisiblenetwork.ai/learn/nptel/111102098/41504de2bc98) (Video)
5. [Joint Distribution of Random Variables](https://invisiblenetwork.ai/learn/nptel/111102098/69ea96bd5ec9) (Video)
6. [Independent Random Variables, Covariance and Correlation Coefficient and Conditional Distribution](https://invisiblenetwork.ai/learn/nptel/111102098/1b465a8fa6e0) (Video)
7. [Conditional Expectation and Covariance Matrix](https://invisiblenetwork.ai/learn/nptel/111102098/1b8a407a8479) (Video)
8. [Generating Functions, Law of Large Numbers and Central Limit Theorem](https://invisiblenetwork.ai/learn/nptel/111102098/d21f5e8fd0ec) (Video)