# Social Network Analysis - Institution: IIIT Delhi - Department: Computer Science and Engineering - Teacher: Prof. Tanmoy Chakraborty - Level: Undergraduate - Language: English - Subjects: Computer science, Engineering - Source: [NPTEL](https://nptel.ac.in/courses/106106239) - Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.) - Syllabus: [at the source](https://nptel.ac.in/courses/106106239) - Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words) Networks are a fundamental tool for modeling complex social, technological, and biological systems. Coupled with the emergence of online social networks and large-scale data availability in social sciences, this course focuses on the analysis of massive networks which provide many computational, algorithmic, and modeling challenges. The course will cover research on the structure and analysis of such large networks and on models and algorithms that abstract their basic properties. We will explore how to practically analyze large-scale network data and how to reason about it through models for network structure and evolution. Topics covered in this course are how information spreads through society; robustness and fragility of networks; algorithms for the World Wide Web; prediction and recommendation in online social networks; representation learning for large networks; etc. Prerequisites: Python programming, Probability and Statistics, Machine Learning ## Lectures 1. [SNA Chapter 1 Lecture 1](https://invisiblenetwork.ai/learn/nptel/106106239/a8792c71ffa9) (YouTube) 2. [SNA Chapter 1 Lecture 2](https://invisiblenetwork.ai/learn/nptel/106106239/d0b57502392d) (YouTube) 3. [SNA Chapter 1 Lecture 3](https://invisiblenetwork.ai/learn/nptel/106106239/a9adda317a8c) (YouTube) 4. [Tutorial 1: Introduction to Python/Colab](https://invisiblenetwork.ai/learn/nptel/106106239/d75e74199a6e) (YouTube) 5. [Tutorial 2: Introduction to NetworkX - Part I](https://invisiblenetwork.ai/learn/nptel/106106239/433f39bedc8f) (YouTube) 6. [SNA Chapter 2 Lecture 1](https://invisiblenetwork.ai/learn/nptel/106106239/de4545846f2a) (YouTube) 7. [SNA Chapter 2 Lecture 2](https://invisiblenetwork.ai/learn/nptel/106106239/f3e81615ce0c) (YouTube) 8. [SNA Chapter 2 Lecture 3](https://invisiblenetwork.ai/learn/nptel/106106239/f61640f2d459) (YouTube) 9. [SNA Chapter 2 Lecture 4](https://invisiblenetwork.ai/learn/nptel/106106239/af9480f10e52) (YouTube) 10. [SNA Chapter 2 Lecture 5](https://invisiblenetwork.ai/learn/nptel/106106239/8b2c45ad99f6) (YouTube) 11. [SNA Chapter 2 Lecture 6](https://invisiblenetwork.ai/learn/nptel/106106239/d65634e34902) (YouTube) 12. [Tutorial 3: Introduction to NetworkX - Part II](https://invisiblenetwork.ai/learn/nptel/106106239/cf186c091c0a) (YouTube) 13. [SNA Chapter 3 Lecture 1](https://invisiblenetwork.ai/learn/nptel/106106239/8186725ce30a) (YouTube) 14. [SNA Chapter 3 Lecture 2](https://invisiblenetwork.ai/learn/nptel/106106239/574d3997149a) (YouTube) 15. [SNA Chapter 3 Lecture 3](https://invisiblenetwork.ai/learn/nptel/106106239/5de4d4bb219d) (YouTube) 16. [SNA Chapter 3 Lecture 4](https://invisiblenetwork.ai/learn/nptel/106106239/cf410631ec4b) (YouTube) 17. [SNA Chapter 3 Lecture 5](https://invisiblenetwork.ai/learn/nptel/106106239/54a3d2064d59) (YouTube) 18. [SNA Chapter 3 Lecture 6](https://invisiblenetwork.ai/learn/nptel/106106239/3e3ebddb944a) (YouTube) 19. [SNA Chapter 3 Lecture 7](https://invisiblenetwork.ai/learn/nptel/106106239/f997f1d62c08) (YouTube) 20. [SNA Chapter 4 Lecture 1](https://invisiblenetwork.ai/learn/nptel/106106239/fed6605e6521) (YouTube) 21. [SNA Chapter 4 Lecture 2](https://invisiblenetwork.ai/learn/nptel/106106239/5e32928ebfac) (YouTube) 22. [SNA Chapter 4 Lecture 3](https://invisiblenetwork.ai/learn/nptel/106106239/514c2370a315) (YouTube) 23. [SNA Chapter 4 Lecture 4](https://invisiblenetwork.ai/learn/nptel/106106239/c493653e2f93) (YouTube) 24. [SNA Chapter 4 Lecture 5](https://invisiblenetwork.ai/learn/nptel/106106239/147942adddb0) (YouTube) 25. [SNA Chapter 4 Lecture 6](https://invisiblenetwork.ai/learn/nptel/106106239/567ac4c7e3b7) (YouTube) 26. [SNA Tutorial 4](https://invisiblenetwork.ai/learn/nptel/106106239/8988e386dcc5) (YouTube) 27. [SNA Chapter 5 Lecture 1](https://invisiblenetwork.ai/learn/nptel/106106239/584e48c2d6a7) (YouTube) 28. [SNA Chapter 5 Lecture 2](https://invisiblenetwork.ai/learn/nptel/106106239/a0ec28600b5e) (YouTube) 29. [SNA Chapter 5 Lecture 3](https://invisiblenetwork.ai/learn/nptel/106106239/7568231bbcbe) (YouTube) 30. [SNA Chapter 5 Lecture 4](https://invisiblenetwork.ai/learn/nptel/106106239/55f2d87da8c4) (YouTube) 31. [SNA Chapter 5 Lecture 5](https://invisiblenetwork.ai/learn/nptel/106106239/cb4e2cd7a42b) (YouTube) 32. [SNA Chapter 5 Lecture 6](https://invisiblenetwork.ai/learn/nptel/106106239/aa0eef71f3b3) (YouTube) 33. [SNA Chapter 5 Lecture 7](https://invisiblenetwork.ai/learn/nptel/106106239/558761b85857) (YouTube) 34. [SNA Chapter 5 Lecture 8](https://invisiblenetwork.ai/learn/nptel/106106239/21ba0a637a88) (YouTube) 35. [SNA Chapter 5 Lecture 9](https://invisiblenetwork.ai/learn/nptel/106106239/35a38625f8ec) (YouTube) 36. [SNA Chapter 5 Lecture 10](https://invisiblenetwork.ai/learn/nptel/106106239/ee16f3a6603a) (YouTube) 37. [SNA Chapter 6 Lecture 1](https://invisiblenetwork.ai/learn/nptel/106106239/ec70d97cc9f1) (YouTube) 38. [SNA Chapter 6 Lecture 2](https://invisiblenetwork.ai/learn/nptel/106106239/815998168c26) (YouTube) 39. [SNA Chapter 6 Lecture 3](https://invisiblenetwork.ai/learn/nptel/106106239/d4f1a822f90a) (YouTube) 40. [SNA Chapter 6 Lecture 4](https://invisiblenetwork.ai/learn/nptel/106106239/140b34b6745f) (YouTube) 41. [SNA Chapter 6 Lecture 5](https://invisiblenetwork.ai/learn/nptel/106106239/eac5819ce654) (YouTube) 42. [SNA Chapter 7 Lecture 1](https://invisiblenetwork.ai/learn/nptel/106106239/054d9f830084) (YouTube) 43. [SNA Chapter 7 Lecture 2](https://invisiblenetwork.ai/learn/nptel/106106239/24a5b62580ca) (YouTube) 44. [SNA Chapter 7 Lecture 3](https://invisiblenetwork.ai/learn/nptel/106106239/064eaf433991) (YouTube) 45. [SNA Chapter 7 Lecture 4](https://invisiblenetwork.ai/learn/nptel/106106239/ef527b83a26d) (YouTube) 46. [SNA Chapter 7 Lecture 5](https://invisiblenetwork.ai/learn/nptel/106106239/8f0e233b4427) (YouTube) 47. [SNA Chapter 7 Lecture 6](https://invisiblenetwork.ai/learn/nptel/106106239/39e6aa30cd1d) (YouTube) 48. [SNA Chapter 7 Lecture 7](https://invisiblenetwork.ai/learn/nptel/106106239/5ccf84ad2038) (YouTube) 49. [SNA Chapter 7 Lecture 8](https://invisiblenetwork.ai/learn/nptel/106106239/20e91d6a128d) (YouTube) 50. [SNA Chapter 8 Lecture 1](https://invisiblenetwork.ai/learn/nptel/106106239/31000fefee09) (YouTube) 51. [SNA Chapter 8 Lecture 2](https://invisiblenetwork.ai/learn/nptel/106106239/040d35183b06) (YouTube) 52. [SNA Chapter 8 Lecture 3](https://invisiblenetwork.ai/learn/nptel/106106239/367fce34b4c0) (YouTube) 53. [SNA Chapter 8 Lecture 4](https://invisiblenetwork.ai/learn/nptel/106106239/a25c61ec4a17) (YouTube) 54. [SNA Chapter 8 Lecture 5](https://invisiblenetwork.ai/learn/nptel/106106239/de8060e2f084) (YouTube) 55. [SNA Chapter 8 Lecture 6](https://invisiblenetwork.ai/learn/nptel/106106239/907b1a8b862a) (YouTube) 56. [SNA Chapter 9 Lecture 1](https://invisiblenetwork.ai/learn/nptel/106106239/223be575ad2a) (YouTube) 57. [SNA Chapter 9 Lecture 2](https://invisiblenetwork.ai/learn/nptel/106106239/cb93c6e0fc3d) (YouTube) 58. [SNA Chapter 9 Lecture 3](https://invisiblenetwork.ai/learn/nptel/106106239/dd057a5b4f49) (YouTube) 59. [SNA Chapter 9 Lecture 4](https://invisiblenetwork.ai/learn/nptel/106106239/ccd56991135e) (YouTube) 60. [SNA Chapter 9 Lecture 5](https://invisiblenetwork.ai/learn/nptel/106106239/0bfb38e6c5c6) (YouTube) 61. [SNA Chapter 9 Lecture 6](https://invisiblenetwork.ai/learn/nptel/106106239/7ddab6fcd5fb) (YouTube) 62. [SNA Chapter 9 Lecture 7](https://invisiblenetwork.ai/learn/nptel/106106239/d56e3f8496f6) (YouTube) 63. [SNA Chapter 9 Lecture 8](https://invisiblenetwork.ai/learn/nptel/106106239/668765b97b44) (YouTube) 64. [SNA Chapter 9 Lecture 9](https://invisiblenetwork.ai/learn/nptel/106106239/93d861097921) (YouTube) 65. [SNA Chapter 9 Lecture 10](https://invisiblenetwork.ai/learn/nptel/106106239/e9c5f5bee633) (YouTube) 66. [SNA Chapter 9 Lecture 11](https://invisiblenetwork.ai/learn/nptel/106106239/9b84128ca4a7) (YouTube) 67. [SNA Tutorial 5](https://invisiblenetwork.ai/learn/nptel/106106239/f7e2fdf07594) (YouTube) 68. [SNA Chapter 10 Lecture 1](https://invisiblenetwork.ai/learn/nptel/106106239/6a02745d20c0) (YouTube) 69. [SNA Chapter 10 Lecture 2](https://invisiblenetwork.ai/learn/nptel/106106239/69fd4084fc2e) (YouTube) 70. [SNA Chapter 10 Lecture 3](https://invisiblenetwork.ai/learn/nptel/106106239/b6d872bb91b6) (YouTube) 71. [SNA Chapter 10 Lecture 4](https://invisiblenetwork.ai/learn/nptel/106106239/b18a821f0f16) (YouTube) 72. [SNA Chapter 10 Lecture 5](https://invisiblenetwork.ai/learn/nptel/106106239/d36b0d69dc53) (YouTube) 73. [SNA Conclusion- Panel discussion](https://invisiblenetwork.ai/learn/nptel/106106239/1d8aae01fcde) (YouTube) 74. [SNA Conclusion](https://invisiblenetwork.ai/learn/nptel/106106239/f1ceedce1d3b) (YouTube)