# Mine Automation and Data Analytics

- Institution: IIT-ISM Dhanbad
- Department: Mining Engineering
- Teacher: Prof. Radhakanta Koner
- Level: Undergraduate
- Language: English
- Subjects: Engineering
- Source: [NPTEL](https://nptel.ac.in/courses/123105442)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/123105442)
- 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 Automation](https://invisiblenetwork.ai/learn/nptel/123105442/ff10b35c84a7) (Video)
2. [Lecture 02 : Principle of Automation and Strategies](https://invisiblenetwork.ai/learn/nptel/123105442/7e629c24af0d) (Video)
3. [Lecture 03 : Elements of Automated System](https://invisiblenetwork.ai/learn/nptel/123105442/0c2b10c8f52f) (Video)
4. [Lecture 04 : Elements of Automated System (Contd.)](https://invisiblenetwork.ai/learn/nptel/123105442/aeed654b7af6) (Video)
5. [Lecture 05 : Autonomous Haulage System](https://invisiblenetwork.ai/learn/nptel/123105442/a65bf764e662) (Video)
6. [Lecture 06 : Autonomous Haulage System (Contd.)](https://invisiblenetwork.ai/learn/nptel/123105442/75f9424965d4) (Video)
7. [Lecture 07 : Automated Drilling System](https://invisiblenetwork.ai/learn/nptel/123105442/68fd786adeab) (Video)
8. [Lecture 08 : Automated Drilling System (Contd.)](https://invisiblenetwork.ai/learn/nptel/123105442/7676dc794a65) (Video)
9. [Lecture 09 : Fleet Management System](https://invisiblenetwork.ai/learn/nptel/123105442/33e9666fb7ed) (Video)
10. [Lecture 10 : Fleet Management System (Contd.)](https://invisiblenetwork.ai/learn/nptel/123105442/28aa76046af3) (Video)
11. [Lecture 11 : Introduction to CMMS](https://invisiblenetwork.ai/learn/nptel/123105442/11736dc5fe15) (Video)
12. [Lecture 12 : Enterprise resource planning (ERP) system](https://invisiblenetwork.ai/learn/nptel/123105442/9232df8b2cc2) (Video)
13. [Lecture 13 : Remote operation and control center](https://invisiblenetwork.ai/learn/nptel/123105442/09cc8ced0314) (Video)
14. [Lecture 14 : Remote operation and control center](https://invisiblenetwork.ai/learn/nptel/123105442/80fe1af8589d) (Video)
15. [Lecture 15 : Proximity Sensors](https://invisiblenetwork.ai/learn/nptel/123105442/e30a2c700119) (Video)
16. [Lecture 16: Proximity Sensors and Control System](https://invisiblenetwork.ai/learn/nptel/123105442/b22ce2b8088e) (Video)
17. [Lecture 17: Sensing System: Radar Technology](https://invisiblenetwork.ai/learn/nptel/123105442/f542e80d01f7) (Video)
18. [Lecture 18: RFID in Mining Engineering](https://invisiblenetwork.ai/learn/nptel/123105442/b885ae4f5494) (Video)
19. [Lecture 19: Introduction to Geo-fencing](https://invisiblenetwork.ai/learn/nptel/123105442/4b1d72ba536c) (Video)
20. [Lecture 20: CCD camera in Mine safety and management](https://invisiblenetwork.ai/learn/nptel/123105442/4f1196ef7759) (Video)
21. [Lecture 21: GNSS in Mining](https://invisiblenetwork.ai/learn/nptel/123105442/b519b075575a) (Video)
22. [Lecture 22: GNSS Case Studies](https://invisiblenetwork.ai/learn/nptel/123105442/4a3bad55c988) (Video)
23. [Lecture 23: GNSS Case Studies – Part II](https://invisiblenetwork.ai/learn/nptel/123105442/4a57fbc698bc) (Video)
24. [Lecture 24: Image Processing and Analysis in Remote Sensing](https://invisiblenetwork.ai/learn/nptel/123105442/27b8ab346742) (Video)
25. [Lecture 25: Basics of Digital Image Processing](https://invisiblenetwork.ai/learn/nptel/123105442/c9514bdb3b50) (Video)
26. [Lecture 26: Automated communication andtracking technologies: Image processing](https://invisiblenetwork.ai/learn/nptel/123105442/14dad42a7ffd) (Video)
27. [Lecture 27: Automated Communication and Tracking Technologies: SCADA](https://invisiblenetwork.ai/learn/nptel/123105442/78c43b1e2229) (Video)
28. [Lecture 28: SCADA and its Application in Mining](https://invisiblenetwork.ai/learn/nptel/123105442/b28755b769f2) (Video)
29. [Lecture 29: Introduction to VR Systems](https://invisiblenetwork.ai/learn/nptel/123105442/5fc7df7a91d4) (Video)
30. [Lecture 30: Virtual Reality Application in Mining](https://invisiblenetwork.ai/learn/nptel/123105442/201d75c9bc5b) (Video)
31. [Lecture 31: Introduction to Augmented Reality (AR)](https://invisiblenetwork.ai/learn/nptel/123105442/b56de8f9a7f4) (Video)
32. [Lecture 32: Augmented Reality Application in Mining](https://invisiblenetwork.ai/learn/nptel/123105442/949202c804a1) (Video)
33. [Lecture 33: Introduction - I](https://invisiblenetwork.ai/learn/nptel/123105442/f96cfd0fe1bc) (Video)
34. [Lecture 34: Introduction - II](https://invisiblenetwork.ai/learn/nptel/123105442/9385383cc771) (Video)
35. [Lecture 35 : Introduction to Probability and its associated terms](https://invisiblenetwork.ai/learn/nptel/123105442/67aaca8310f9) (Video)
36. [Lecture 36: Introduction to Probability and its associated terms](https://invisiblenetwork.ai/learn/nptel/123105442/299cbb8ebfea) (Video)
37. [Lecture 37: Discrete Random Variable Part I](https://invisiblenetwork.ai/learn/nptel/123105442/8db89559f792) (Video)
38. [Lecture 38: Discrete Random Variable Part II](https://invisiblenetwork.ai/learn/nptel/123105442/f824370c8b85) (Video)
39. [Lecture 39: Continuous Random Variable Part I](https://invisiblenetwork.ai/learn/nptel/123105442/c685f0084b48) (Video)
40. [Lecture 40: Continuous Random Variable Part II](https://invisiblenetwork.ai/learn/nptel/123105442/bf88d21d2a2d) (Video)
41. [Lecture 41: Hypothesis Testing - I](https://invisiblenetwork.ai/learn/nptel/123105442/3d8b965a3107) (Video)
42. [Lecture 42: Hypothesis Testing - II](https://invisiblenetwork.ai/learn/nptel/123105442/5a0eb112ca9b) (Video)
43. [Lecture 43: t - test](https://invisiblenetwork.ai/learn/nptel/123105442/354def2d2b7e) (Video)
44. [Lecture 44: Chi-Squared Test](https://invisiblenetwork.ai/learn/nptel/123105442/8a613cf45d7d) (Video)
45. [Lecture 45: Introduction to Machine Learning](https://invisiblenetwork.ai/learn/nptel/123105442/a95b2cf925a4) (Video)
46. [Lecture 46 : Regression](https://invisiblenetwork.ai/learn/nptel/123105442/d2d008879c73) (Video)
47. [Lecture 47 : Logistic Regression](https://invisiblenetwork.ai/learn/nptel/123105442/6c950764bd6e) (Video)
48. [Lecture 48 : K Nearest Neighbor](https://invisiblenetwork.ai/learn/nptel/123105442/0a798c692f24) (Video)
49. [Lecture 49 : Support Vector Machine](https://invisiblenetwork.ai/learn/nptel/123105442/fbb4c74712b1) (Video)
50. [Lecture 50 : Naïve Bayes Classifier](https://invisiblenetwork.ai/learn/nptel/123105442/240697015181) (Video)
51. [Lecture 51: Artificial Neural Networks](https://invisiblenetwork.ai/learn/nptel/123105442/1236405fca03) (Video)
52. [Lecture 52: K Means Clustering](https://invisiblenetwork.ai/learn/nptel/123105442/60a90e666763) (Video)
53. [Lecture 53: DBSCAN](https://invisiblenetwork.ai/learn/nptel/123105442/ed73ce86793a) (Video)
54. [Lecture 54: Principal Component Analysis (PCA)](https://invisiblenetwork.ai/learn/nptel/123105442/74ab071ddd46) (Video)
55. [Lecture 55: Application of Big Data Analytics in Mining](https://invisiblenetwork.ai/learn/nptel/123105442/1e87f6d4e9dd) (Video)
56. [Lecture 56: Big Data and AI Used Cases](https://invisiblenetwork.ai/learn/nptel/123105442/e09e7c99ab66) (Video)
57. [Lecture 57: Cognitive Maintenance in Mining](https://invisiblenetwork.ai/learn/nptel/123105442/aea9e9b5ee26) (Video)
58. [Lecture 58: Cognitive Maintenance Case Studies](https://invisiblenetwork.ai/learn/nptel/123105442/8f8a1f7c5429) (Video)
59. [Lecture 59: Introduction to Orebody Modelling and Mine Design](https://invisiblenetwork.ai/learn/nptel/123105442/6de6bbc5e7f5) (Video)
60. [Lecture 60: Case studies on Orebody Modeling and Mine Design](https://invisiblenetwork.ai/learn/nptel/123105442/44e9468186b1) (Video)
61. [Live Session 15-02-2024](https://invisiblenetwork.ai/learn/nptel/123105442/ff10b35c84a7-2) (Video)
62. [Live Session 15-03-2024](https://invisiblenetwork.ai/learn/nptel/123105442/7e629c24af0d-2) (Video)
63. [Live Session 12-04-2024](https://invisiblenetwork.ai/learn/nptel/123105442/0c2b10c8f52f-2) (Video)
64. [Live Session 19-02-2025](https://invisiblenetwork.ai/learn/nptel/123105442/aeed654b7af6-2) (Video)
65. [Live Session 07-04-2025](https://invisiblenetwork.ai/learn/nptel/123105442/a65bf764e662-2) (Video)
66. [Live Session 21-04-2025](https://invisiblenetwork.ai/learn/nptel/123105442/75f9424965d4-2) (Video)