# Software Reliability

- Institution: IIT-ISM Dhanbad
- Department: Mathematics
- Teacher: Prof. Subhashis Chatterjee
- Level: Undergraduate
- Language: English
- Subjects: Mathematics
- Source: [NPTEL](https://nptel.ac.in/courses/111105902)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/111105902)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Lecture 01 : Introduction to Probability](https://invisiblenetwork.ai/learn/nptel/111105902/e0794ee200da) (Video)
2. [Lecture 02 : Probability Distributions](https://invisiblenetwork.ai/learn/nptel/111105902/701454252e86) (Video)
3. [Lecture 03 : Probability Distributions & Stochastic Process](https://invisiblenetwork.ai/learn/nptel/111105902/ca2df6456674) (Video)
4. [Lecture 04 : Parameter Estimation & Software Engineering](https://invisiblenetwork.ai/learn/nptel/111105902/09c4ea07d427) (Video)
5. [Lecture 05 : Software life cycle Model & Concepts of Software Engineering](https://invisiblenetwork.ai/learn/nptel/111105902/5a0589a6135b) (Video)
6. [Lecture 6 : Moduler Design](https://invisiblenetwork.ai/learn/nptel/111105902/bf1f1488950d) (Video)
7. [Lecture 7 : Reliability Theory and its Measures.](https://invisiblenetwork.ai/learn/nptel/111105902/aa9e00b5981c) (Video)
8. [Lecture 8 : Reliability measures and System Confugaration.](https://invisiblenetwork.ai/learn/nptel/111105902/aa3c381132f6) (Video)
9. [Lecture 9 : Redundancy in Reliabity](https://invisiblenetwork.ai/learn/nptel/111105902/de9e80c76690) (Video)
10. [Lecture 10 :Introduction to Software Reliability](https://invisiblenetwork.ai/learn/nptel/111105902/8964cb655d16) (Video)
11. [Lecture 11 : Software Reliability Measures & Reliability Model Classifications](https://invisiblenetwork.ai/learn/nptel/111105902/93ba47037e0c) (Video)
12. [Lecture 12 : Time between Failure Model](https://invisiblenetwork.ai/learn/nptel/111105902/cdc3bd896429) (Video)
13. [Lecture 13 : Fault Seeding Modela nd Input Domain Based Model](https://invisiblenetwork.ai/learn/nptel/111105902/3fc358212dd5) (Video)
14. [Lecture 14 : Fault Count Models](https://invisiblenetwork.ai/learn/nptel/111105902/de8f4ba292ea) (Video)
15. [Lecture 15 : Markov Models](https://invisiblenetwork.ai/learn/nptel/111105902/1520947fac61) (Video)
16. [Lecture 16 : Different Parameters of Musa Execution Time Model and Their Uses](https://invisiblenetwork.ai/learn/nptel/111105902/90e206dbdc67) (Video)
17. [Lecture 17 : Learning Parameter-based Models](https://invisiblenetwork.ai/learn/nptel/111105902/b9fe9a5b1e49) (Video)
18. [Lecture 18 : Models with Fault Dependency and Debugging Time-lag](https://invisiblenetwork.ai/learn/nptel/111105902/51816b4a9c5a) (Video)
19. [Lecture 19 : Models with Testing Effort Function](https://invisiblenetwork.ai/learn/nptel/111105902/51646804d572) (Video)
20. [Lecture 20 : Models with Fault Detection, Correction, and Imperfect Debugging Process](https://invisiblenetwork.ai/learn/nptel/111105902/d9e6dbfb5e0c) (Video)
21. [Lecture 21 : Important Imperfect Debugging Models](https://invisiblenetwork.ai/learn/nptel/111105902/86b1c6846d60) (Video)
22. [Lecture 22 : Test Coverage Model](https://invisiblenetwork.ai/learn/nptel/111105902/573c7692669c) (Video)
23. [Lecture 23 : Discrete Software Reliability Growth Models](https://invisiblenetwork.ai/learn/nptel/111105902/0dda1c3c047b) (Video)
24. [Lecture 24 : Change Point-Based Reliability Models](https://invisiblenetwork.ai/learn/nptel/111105902/d45ee8b58c2f) (Video)
25. [Lecture 25 : Stochastic Software Reliability Models](https://invisiblenetwork.ai/learn/nptel/111105902/53be48c5fac3) (Video)
26. [Lecture 26 : Random Environmental Effect Model](https://invisiblenetwork.ai/learn/nptel/111105902/c0d90a87a429) (Video)
27. [Lecture 27 : Multi Release Software System](https://invisiblenetwork.ai/learn/nptel/111105902/78b85fbac333) (Video)
28. [Lecture 28 : Software Scheduling](https://invisiblenetwork.ai/learn/nptel/111105902/989f0253dd87) (Video)
29. [Lecture 29 : Software Release Time Analysis](https://invisiblenetwork.ai/learn/nptel/111105902/90d7ed93d559) (Video)
30. [Lecture 30 : Software Reliability In N Version Programming](https://invisiblenetwork.ai/learn/nptel/111105902/89a6b1fc7e6b) (Video)
31. [Lecture 31 : Time Series based Software Reliability Modesl](https://invisiblenetwork.ai/learn/nptel/111105902/625ff7bded41) (Video)
32. [Lecture 32 : Important Time Series Based SRGMs](https://invisiblenetwork.ai/learn/nptel/111105902/da7408de9fb2) (Video)
33. [Lecture 33 : Introduction to Fuzzy Set Theory](https://invisiblenetwork.ai/learn/nptel/111105902/f72b4c8c8c3f) (Video)
34. [Lecture 34 : Fuzzy Inference Theorem](https://invisiblenetwork.ai/learn/nptel/111105902/3bc257c831d2) (Video)
35. [Lecture 35 : Soft Computing-Based Optimization Techniques](https://invisiblenetwork.ai/learn/nptel/111105902/b55dcdf42dc9) (Video)
36. [Lecture 36 : Introduction to Machine Learning Techniques](https://invisiblenetwork.ai/learn/nptel/111105902/1e72c4415925) (Video)
37. [Lecture 37 : Some Supervised Machine Learning Models](https://invisiblenetwork.ai/learn/nptel/111105902/afe3235f7a9a) (Video)
38. [Lecture 38 : Deep Learning Techniques](https://invisiblenetwork.ai/learn/nptel/111105902/521bd47227cf) (Video)
39. [Lecture 39 : Some Classification Techniques](https://invisiblenetwork.ai/learn/nptel/111105902/1302b679c9a5) (Video)
40. [Lecture 40 : Unsupervised Machine Learning Models](https://invisiblenetwork.ai/learn/nptel/111105902/f4597d0a45de) (Video)
41. [Lecture 41 : Neural Network and Deep Learning-based Reliability Models](https://invisiblenetwork.ai/learn/nptel/111105902/c161e384ead8) (Video)
42. [Lecture 42 : Early Phase Software Metrics](https://invisiblenetwork.ai/learn/nptel/111105902/5121f714ac70) (Video)
43. [Lecture 43 : Early Phase Fault Prediction](https://invisiblenetwork.ai/learn/nptel/111105902/1a603122ca44) (Video)
44. [Lecture 44 : Fault Prone Module Classification Models](https://invisiblenetwork.ai/learn/nptel/111105902/1670a25eef3c) (Video)
45. [Lecture 45 : Deep Learning Models for Module Classification](https://invisiblenetwork.ai/learn/nptel/111105902/acb665b6c85a) (Video)
46. [Lecture 46 : Hybrid Software Classification Models](https://invisiblenetwork.ai/learn/nptel/111105902/50de8d713249) (Video)
47. [Lecture 47 : Imbalance Learning Models](https://invisiblenetwork.ai/learn/nptel/111105902/2f33177d4666) (Video)
48. [Lecture 48 : Transfer Learning-Based Models](https://invisiblenetwork.ai/learn/nptel/111105902/9c03922c1df7) (Video)
49. [Lecture 49 : Unsupervised and Semi-Supervised Fault Prone Module Classification Models](https://invisiblenetwork.ai/learn/nptel/111105902/74b414ca8360) (Video)
50. [Lecture 50 : Software Dependability Analysis](https://invisiblenetwork.ai/learn/nptel/111105902/8031dff09a0b) (Video)
51. [Lecture 51 : Reqirement Phase Dependability Model](https://invisiblenetwork.ai/learn/nptel/111105902/9f845f08d7c9) (Video)
52. [Lecture 52 : Design Phase Dependability Model](https://invisiblenetwork.ai/learn/nptel/111105902/940d67dc96f7) (Video)
53. [Lecture 53 : Tyupe-2 Fuzzy-based Dependability Model](https://invisiblenetwork.ai/learn/nptel/111105902/7ad19db9733a) (Video)
54. [Lecture 54 : Hands-On to Minitab](https://invisiblenetwork.ai/learn/nptel/111105902/d014ae7ae452) (Video)
55. [Lecture 55 : Dependability Model and MATLAB Introduction](https://invisiblenetwork.ai/learn/nptel/111105902/b619c845c9d6) (Video)
56. [Lecture 56 : Software Aging and Rejuvenation](https://invisiblenetwork.ai/learn/nptel/111105902/a4bf2da0eb1f) (Video)
57. [Lecture 57 : Some Aging Models and Software Re-engineering](https://invisiblenetwork.ai/learn/nptel/111105902/379e6c89dbd0) (Video)
58. [Lecture 58 : Hands On Python Programming with Libraries](https://invisiblenetwork.ai/learn/nptel/111105902/38c5ec985ecd) (Video)
59. [Lecture 59 : Regression and Classification Models (Hands On)](https://invisiblenetwork.ai/learn/nptel/111105902/b66e728c16a4) (Video)
60. [Lecture 60 : Hands-On With Some Machine Learning Models](https://invisiblenetwork.ai/learn/nptel/111105902/8de1526f4db8) (Video)