# Probability Methods in Civil Engineering

- Institution: IIT Kharagpur
- Department: Civil Engineering
- Teacher: Prof. Rajib Maity
- Level: Undergraduate
- Language: English
- Subjects: Engineering
- Source: [NPTEL](https://nptel.ac.in/courses/105105150)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/105105150)
- 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: Random Events and Probability Concept](https://invisiblenetwork.ai/learn/nptel/105105150/7816c007709b) (Video)
2. [Lecture - 2: Set Theory and Set Operations](https://invisiblenetwork.ai/learn/nptel/105105150/763906616528) (Video)
3. [Lecture 3: Axioms of Probability](https://invisiblenetwork.ai/learn/nptel/105105150/42022a4b1c18) (Video)
4. [Lecture 4: Probability of Events](https://invisiblenetwork.ai/learn/nptel/105105150/427fe255493e) (Video)
5. [Lec-05 Concept and definition of Random variables](https://invisiblenetwork.ai/learn/nptel/105105150/9820de4502dd) (Video)
6. [Lec-06:Probability distribution of random variables](https://invisiblenetwork.ai/learn/nptel/105105150/c3cade70d5cb) (Video)
7. [Lecture 7: CDF and Descriptors of Random Variables](https://invisiblenetwork.ai/learn/nptel/105105150/22d56539b4e4) (Video)
8. [Lecture 8: Further Descriptors of Random Variables](https://invisiblenetwork.ai/learn/nptel/105105150/5fc7b6c1f900) (Video)
9. [Lecture 9 : Discrete Probability Distribution](https://invisiblenetwork.ai/learn/nptel/105105150/6fcdf95ba2b3) (Video)
10. [Lecture 10: Probability Distribution of Continuous RVs](https://invisiblenetwork.ai/learn/nptel/105105150/0d8fdd7eb222) (Video)
11. [Lecture 11: Probability Distribution of Continuous RVs (Contd...1)](https://invisiblenetwork.ai/learn/nptel/105105150/7ab12c41587a) (Video)
12. [Lecture 12: Probability Distribution of Continuous RVs (Contd...2)](https://invisiblenetwork.ai/learn/nptel/105105150/4fc41b22605e) (Video)
13. [Lecture 13: Functions of Single Random Variables](https://invisiblenetwork.ai/learn/nptel/105105150/9b4fdfd01868) (Video)
14. [Lecture 14: Functions of Different Variables - Different Methods](https://invisiblenetwork.ai/learn/nptel/105105150/9e59c2e25c85) (Video)
15. [Lecture 15 : Functions of Random Variables : Different Methods (Contd.)](https://invisiblenetwork.ai/learn/nptel/105105150/445b60d9e8e3) (Video)
16. [Lecture 16 : Probability Models using Normal Distribution](https://invisiblenetwork.ai/learn/nptel/105105150/2925eab31eb6) (Video)
17. [Lecture 17 : Probability Models using Log Normal and Exponential Distribution](https://invisiblenetwork.ai/learn/nptel/105105150/3d677d5643e1) (Video)
18. [Lecture 18 : Probability Models using Gamma and Extreme Value Distribution](https://invisiblenetwork.ai/learn/nptel/105105150/59379890ac2f) (Video)
19. [Lecture 19 : Probability Models using Discrete Probability Distributions](https://invisiblenetwork.ai/learn/nptel/105105150/93e17623987d) (Video)
20. [Lecture 20 : Sampling Distribution and Parameter Estimation](https://invisiblenetwork.ai/learn/nptel/105105150/3165daa51711) (Video)
21. [Lecture 21 : Sampling Distribution and Parameter Estimation (Contd.)](https://invisiblenetwork.ai/learn/nptel/105105150/46fb9a90be5b) (Video)
22. [Lecture 22: Hypothesis Testing](https://invisiblenetwork.ai/learn/nptel/105105150/c00cd6c030f5) (Video)
23. [Lecture 23: Goodness of Fit-Tests](https://invisiblenetwork.ai/learn/nptel/105105150/c5a80384ea5f) (Video)
24. [Lecture 24 : Regression Analyses and Correlation](https://invisiblenetwork.ai/learn/nptel/105105150/fc86d945c438) (Video)
25. [Lecture 25 : Regression Analyses and Correlation (Contd.)](https://invisiblenetwork.ai/learn/nptel/105105150/9c4ddc0fcd19) (Video)
26. [Live Session 23-02-2022](https://invisiblenetwork.ai/learn/nptel/105105150/7816c007709b-2) (Video)
27. [Live Session 16-03-2022](https://invisiblenetwork.ai/learn/nptel/105105150/763906616528-2) (Video)
28. [Live Session 04-12-2022](https://invisiblenetwork.ai/learn/nptel/105105150/42022a4b1c18-2) (Video)