# Pre-Business school statistics

- Institution: IIT Bombay
- Department: Management
- Teacher: Prof. Sudeep Bapat
- Level: Undergraduate
- Language: English
- Subjects: Business and management
- Source: [NPTEL](https://nptel.ac.in/courses/110101915)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/110101915)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Lecture 1: Introduction to Statistics](https://invisiblenetwork.ai/learn/nptel/110101915/7c0a7a1ef5d3) (Video)
2. [Lecture 2: Sampling and Data Types](https://invisiblenetwork.ai/learn/nptel/110101915/0228793ade8a) (Video)
3. [Lecture 3: Descriptive Statistics](https://invisiblenetwork.ai/learn/nptel/110101915/dd110e11b07d) (Video)
4. [Lecture 4: Descriptive Statistics (Continued)](https://invisiblenetwork.ai/learn/nptel/110101915/4d725280c8cb) (Video)
5. [Lecture 5: Case Study 1](https://invisiblenetwork.ai/learn/nptel/110101915/bf332848d025) (Video)
6. [Lecture 6: Probability Basics](https://invisiblenetwork.ai/learn/nptel/110101915/b73fd76ed1c5) (Video)
7. [Lecture 7: Random Variables](https://invisiblenetwork.ai/learn/nptel/110101915/06df442bba40) (Video)
8. [Lecture 8: A few Discrete Random Variables](https://invisiblenetwork.ai/learn/nptel/110101915/e22d007e8c43) (Video)
9. [Lecture 9: The Normal Random Variable](https://invisiblenetwork.ai/learn/nptel/110101915/5be1ee498bf3) (Video)
10. [Lecture 10: Practical Examples using Case Studies 2](https://invisiblenetwork.ai/learn/nptel/110101915/5ffa3523fbc4) (Video)
11. [Lecture 11: Sampling Distribution and Estimation](https://invisiblenetwork.ai/learn/nptel/110101915/e9681fa4319c) (Video)
12. [Lecture 12: Confidence Intervals](https://invisiblenetwork.ai/learn/nptel/110101915/a66b3de25603) (Video)
13. [Lecture 13: Hypothesis Testing](https://invisiblenetwork.ai/learn/nptel/110101915/d93c337f4e6d) (Video)
14. [Lecture 14: Hypothesis Testing (Continued)](https://invisiblenetwork.ai/learn/nptel/110101915/f1031cb0def7) (Video)
15. [Lecture 15: Practical Examples using Case Studies 3](https://invisiblenetwork.ai/learn/nptel/110101915/43c34ca078f1) (Video)
16. [Lecture 16: Regression and Beyond](https://invisiblenetwork.ai/learn/nptel/110101915/b305b558c753) (Video)
17. [Lecture 17: Regression Models](https://invisiblenetwork.ai/learn/nptel/110101915/1e8a17ae6305) (Video)
18. [Lecture 18: Goodness of Fit](https://invisiblenetwork.ai/learn/nptel/110101915/d8f8a2b72383) (Video)
19. [Lecture 19: Analysis of Variance](https://invisiblenetwork.ai/learn/nptel/110101915/3f1e5530b0b3) (Video)
20. [Lecture 20: Practical Examples using Case Studies 4](https://invisiblenetwork.ai/learn/nptel/110101915/382333140626) (Video)