# Probability Methods in Civil Engineering

- Institution: IIT Kharagpur
- Department: Civil Engineering
- Teacher: Dr. Rajib Maity
- Level: Undergraduate
- Language: English
- Subjects: Engineering
- Source: [NPTEL](https://nptel.ac.in/courses/105105045)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/105105045)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Introduction - Role of Probability in Civil Engineering](https://invisiblenetwork.ai/learn/nptel/105105045/dfedee4d98a6) (Video)
2. [Random Events and Probability Concept](https://invisiblenetwork.ai/learn/nptel/105105045/bb6e51c749bf) (Video)
3. [Set Theory and Set Operations](https://invisiblenetwork.ai/learn/nptel/105105045/a62dc395fd75) (Video)
4. [Axioms of Probability](https://invisiblenetwork.ai/learn/nptel/105105045/c3f2f8693921) (Video)
5. [Probability of Events](https://invisiblenetwork.ai/learn/nptel/105105045/af313f958a5d) (Video)
6. [Concept and Defination of Random Variables](https://invisiblenetwork.ai/learn/nptel/105105045/33c3363db9a4) (Video)
7. [Probability Distribution of Random Variables](https://invisiblenetwork.ai/learn/nptel/105105045/6560056a7b48) (Video)
8. [CDF and Descriptors of Random Variables](https://invisiblenetwork.ai/learn/nptel/105105045/575b5f53b4fc) (Video)
9. [Further Descriptors of Random Variables](https://invisiblenetwork.ai/learn/nptel/105105045/8dc9b574db97) (Video)
10. [Discrete Probability Distribution](https://invisiblenetwork.ai/learn/nptel/105105045/2f490865313d) (Video)
11. [Probability Distribution of Continuous RVs](https://invisiblenetwork.ai/learn/nptel/105105045/980662e26df3) (Video)
12. [Probability Distribution of Continuous RVs (Contd...1)](https://invisiblenetwork.ai/learn/nptel/105105045/d37cd0e18add) (Video)
13. [Probability Distribution of Continuous RVs (Contd...2)](https://invisiblenetwork.ai/learn/nptel/105105045/634e92f0984e) (Video)
14. [Functions of Single Random Variables](https://invisiblenetwork.ai/learn/nptel/105105045/9fa48680c3be) (Video)
15. [Functions of Random Variables - Different Methods](https://invisiblenetwork.ai/learn/nptel/105105045/5934cd002e93) (Video)
16. [Functions of Random Variables - Different Methods (Contd.)](https://invisiblenetwork.ai/learn/nptel/105105045/93b97e609204) (Video)
17. [Expectation and Moments of Functions of RV](https://invisiblenetwork.ai/learn/nptel/105105045/f96bb6147439) (Video)
18. [Expectation and Moments of Functions of RV (Contd.)](https://invisiblenetwork.ai/learn/nptel/105105045/a906aaea0cf2) (Video)
19. [Joint Probability Distribution](https://invisiblenetwork.ai/learn/nptel/105105045/7a94cf303d4a) (Video)
20. [Marginal Probability Distribution](https://invisiblenetwork.ai/learn/nptel/105105045/98abedd32355) (Video)
21. [Conditional Probability Distribution](https://invisiblenetwork.ai/learn/nptel/105105045/d732a25d0a52) (Video)
22. [Conditional Probability Distribution (Contd.)](https://invisiblenetwork.ai/learn/nptel/105105045/ba18373935b3) (Video)
23. [Properties of Multiple Random Variables](https://invisiblenetwork.ai/learn/nptel/105105045/b5db26922b5c) (Video)
24. [Properties of Multiple Random Variables (Contd.)](https://invisiblenetwork.ai/learn/nptel/105105045/c74b67e00a65) (Video)
25. [MGF of Multivariate RVs and Multivariate Probability Distributions](https://invisiblenetwork.ai/learn/nptel/105105045/1603b315ab27) (Video)
26. [Multivariate Distribution and Functions of Multiple Random Variables](https://invisiblenetwork.ai/learn/nptel/105105045/cf36109bd569) (Video)
27. [Functions of Multiple Random Variables (Contd...1)](https://invisiblenetwork.ai/learn/nptel/105105045/c3f353fb1308) (Video)
28. [Functions of Multiple Random Variables (Contd...2)](https://invisiblenetwork.ai/learn/nptel/105105045/8772c2351a78) (Video)
29. [Introduction to Copulas](https://invisiblenetwork.ai/learn/nptel/105105045/0c1cb8a580af) (Video)
30. [Introduction to Copulas (Contd.)](https://invisiblenetwork.ai/learn/nptel/105105045/87ad75a2858a) (Video)
31. [Probability Models using Normal Distribution](https://invisiblenetwork.ai/learn/nptel/105105045/f7fa18d108de) (Video)
32. [Probability Models using Log Normal and Exponential Distribution](https://invisiblenetwork.ai/learn/nptel/105105045/b14ac08c3ea3) (Video)
33. [Probability Models using Gamma and Extreme Value Distribution](https://invisiblenetwork.ai/learn/nptel/105105045/be128c4b22d9) (Video)
34. [Probability Models using Discrete Probability Distributions](https://invisiblenetwork.ai/learn/nptel/105105045/7f33a630d848) (Video)
35. [Sampling Distribution and Parameter Estimation](https://invisiblenetwork.ai/learn/nptel/105105045/a2c7dd5d1cac) (Video)
36. [Sampling Distribution and Parameter Estimation (Contd.)](https://invisiblenetwork.ai/learn/nptel/105105045/dc37f5c157aa) (Video)
37. [Hypothesis Testing](https://invisiblenetwork.ai/learn/nptel/105105045/33816eae5dfb) (Video)
38. [Goodness - of - fit tests](https://invisiblenetwork.ai/learn/nptel/105105045/806b197695a4) (Video)
39. [Regression Analyses and Correlation](https://invisiblenetwork.ai/learn/nptel/105105045/174c7f7ab255) (Video)
40. [Regression Analyses and Correlation (Contd.)](https://invisiblenetwork.ai/learn/nptel/105105045/9387b5a8fab0) (Video)