# Supply Chain Digitization

- Institution: IIT Bombay
- Department: Management
- Teacher: Prof. Priyanka Verma Prof. Sushmita Narayana Prof. Debabrata Das
- Level: Undergraduate
- Language: English
- Subjects: Business and management
- Source: [NPTEL](https://nptel.ac.in/courses/110101436)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/110101436)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Course Overview - Supply Chain Digitization](https://invisiblenetwork.ai/learn/nptel/110101436/2407fb370e82) (Video)
2. [Week 01: Lecture 01: Introduction of Supply Chain Management](https://invisiblenetwork.ai/learn/nptel/110101436/0e3ba4169e6e) (Video)
3. [Week 01: Lecture 02: Fundamentals of Supply Chain Management](https://invisiblenetwork.ai/learn/nptel/110101436/c8a931c83940) (Video)
4. [Week 01: Lecture 03: Supply Chain Drivers](https://invisiblenetwork.ai/learn/nptel/110101436/7063eb0d0b8e) (Video)
5. [Week 01: Lecture 04: Supply Chain Processes - I](https://invisiblenetwork.ai/learn/nptel/110101436/337d00b571f4) (Video)
6. [Week 01: Lecture 05: Supply Chain Processes - II](https://invisiblenetwork.ai/learn/nptel/110101436/5c6b983355bf) (Video)
7. [Week 02: Lecture 06: Supply Chain Challenges](https://invisiblenetwork.ai/learn/nptel/110101436/4ec82d90c1a1) (Video)
8. [Week 02: Lecture 07: Need/ Strategies](https://invisiblenetwork.ai/learn/nptel/110101436/c2971e71390e) (Video)
9. [Week 02: Lecture 08: Push Vs Pull](https://invisiblenetwork.ai/learn/nptel/110101436/448dc0cd7156) (Video)
10. [Week 02: Lecture 09: Case Study on Product Segmentation](https://invisiblenetwork.ai/learn/nptel/110101436/8646d29c0e47) (Video)
11. [Week 02: Lecture 10: Case Study on Inventory Segmentation](https://invisiblenetwork.ai/learn/nptel/110101436/5ac53213b0de) (Video)
12. [Week 03: Lecture 11: Link between Corporate & Supply Chain Strategy](https://invisiblenetwork.ai/learn/nptel/110101436/d54c354bc010) (Video)
13. [Week 03: Lecture 12: Interface between Operations & Finance](https://invisiblenetwork.ai/learn/nptel/110101436/3c18e44fb0ae) (Video)
14. [Week 03: Lecture 13: Procurement Strategy (Make Vs Buy)](https://invisiblenetwork.ai/learn/nptel/110101436/a774fa449166) (Video)
15. [Week 03: Lecture 14: Procurement Strategy (Kraljic Matrix) - I & II](https://invisiblenetwork.ai/learn/nptel/110101436/a7612d439da1) (Video)
16. [Week 03: Lecture 15: Procurement Strategy (Kraljic Matrix) - I & II](https://invisiblenetwork.ai/learn/nptel/110101436/13d3c76614b2) (Video)
17. [Week 04: Lecture 16: Introduction to Platform Economy](https://invisiblenetwork.ai/learn/nptel/110101436/acdaa0310577) (Video)
18. [Week 04: Lecture 17: Introduction to Platform Economy - Example](https://invisiblenetwork.ai/learn/nptel/110101436/e33f2529183a) (Video)
19. [Week 04: Lecture 18: Controllability in the behavioural framework and its equivalent conditions](https://invisiblenetwork.ai/learn/nptel/110101436/f468ff7b6e7f) (Video)
20. [Week 04: Lecture19: Newsvendor Case Example (Deterministic Setting) I & II](https://invisiblenetwork.ai/learn/nptel/110101436/89a014473400) (Video)
21. [Week 04: Lecture 20: Newsvendor Case Example (Deterministic Setting) I & II](https://invisiblenetwork.ai/learn/nptel/110101436/2de44f2cb05b) (Video)
22. [Week 05: Lecture 21: Newsvendor Case (Probabilistic Setting & Contracts) I & II](https://invisiblenetwork.ai/learn/nptel/110101436/66b344f1eb2b) (Video)
23. [Week 05: Lecture 22: Newsvendor Case (Probabilistic Setting & Contracts) I & II](https://invisiblenetwork.ai/learn/nptel/110101436/aeeefb0d5252) (Video)
24. [Week 05: Lecture 23: Channel Structure Designs in Supply Chains (Brick & Mortar)](https://invisiblenetwork.ai/learn/nptel/110101436/428352013d94) (Video)
25. [Week 05: Lecture 24: Channel Structure Designs in Supply Chains (Dual Channels)](https://invisiblenetwork.ai/learn/nptel/110101436/cc115c9a2b31) (Video)
26. [Week 05: Lecture 25: Channel Structure Designs in Supply Chains (Multi & Omni Channels)](https://invisiblenetwork.ai/learn/nptel/110101436/78da158c1fef) (Video)
27. [Week 06: Lecture 26: Introduction to Analytics and Big Data](https://invisiblenetwork.ai/learn/nptel/110101436/e9cce19d0884) (Video)
28. [Week 06: Lecture 27: Different Types of Analytics and its Applications in Supply Chain Management](https://invisiblenetwork.ai/learn/nptel/110101436/667b3027535c) (Video)
29. [Week 06: Lecture 28: Predictive Analytics: Case Study on Predictive Maintenance](https://invisiblenetwork.ai/learn/nptel/110101436/d83e2ce80545) (Video)
30. [Week 06: Lecture 29: Predictive Analytics: Classification Tree Model](https://invisiblenetwork.ai/learn/nptel/110101436/e425fbc6eb5a) (Video)
31. [Week 06: Lecture 30: Predictive Analytics: Building Classification Tree Model using Python](https://invisiblenetwork.ai/learn/nptel/110101436/d98f7a611420) (Video)
32. [Week 07: Lecture 31: Role of AI/ML in Forecasting & Demand Analytics](https://invisiblenetwork.ai/learn/nptel/110101436/6812880cdecb) (Video)
33. [Week 07: Lecture 32: Demand Forecasting using AI/ML: A Case Study](https://invisiblenetwork.ai/learn/nptel/110101436/20a5a1b78611) (Video)
34. [Week 07: Lecture 33: Demand Forecasting using AI/ML: Regression Tree Model](https://invisiblenetwork.ai/learn/nptel/110101436/6b15551861de) (Video)
35. [Week 07: Lecture 34: Demand Forecasting using AI/ML: Building Regression Tree Model using Python](https://invisiblenetwork.ai/learn/nptel/110101436/46c49dc2c6f6) (Video)
36. [Week 07: Lecture 35: Demand Forecasting using AI/ML: Random Forest Regression Model](https://invisiblenetwork.ai/learn/nptel/110101436/3b3bd6feca95) (Video)
37. [Week 8: Lecture 36: Supply Chain Network Optimization: Break even analysis](https://invisiblenetwork.ai/learn/nptel/110101436/6853c47049d5) (Video)
38. [Week 8: Lecture 37: Supply Chain Network Optimization: Facility location using Centre of Gravity](https://invisiblenetwork.ai/learn/nptel/110101436/5a5490a86f0f) (Video)
39. [Week 8: Lecture 38: Supply Chain Network Optimization: Case on Capacitated Plant Location Model](https://invisiblenetwork.ai/learn/nptel/110101436/1cf935a999f8) (Video)
40. [Week 8: Lecture 39: Case on Supply Chain Network Design - I](https://invisiblenetwork.ai/learn/nptel/110101436/c8dbecbbdf12) (Video)
41. [Week 8: Lecture 40: Case on Supply Chain Network Design - II](https://invisiblenetwork.ai/learn/nptel/110101436/bf8a558ddc44) (Video)
42. [Week 9: Lecture 41: Location of Distribution Centers using Clustering Technique: A Case Study](https://invisiblenetwork.ai/learn/nptel/110101436/72ba25861190) (Video)
43. [Week 9: Lecture 42: Steps of building K-Means Clustering Algorithm: A Case Study](https://invisiblenetwork.ai/learn/nptel/110101436/feda94de5860) (Video)
44. [Week 9: Lecture 43: Location of Distribution Centers: Building K-Means Clustering Model using Python](https://invisiblenetwork.ai/learn/nptel/110101436/c11094805b9b) (Video)
45. [Week 9: Lecture 44: Measuring Efficiency of Manufacturing Facilities: A DEA Model (I)](https://invisiblenetwork.ai/learn/nptel/110101436/f6dff1b19de5) (Video)
46. [Week 9: Lecture 45: Measuring Efficiency of Manufacturing Facilities: A DEA Model (II)](https://invisiblenetwork.ai/learn/nptel/110101436/628d4db8c94c) (Video)
47. [Week 10: Lecture 46: Role of Product Tracking & Traceability](https://invisiblenetwork.ai/learn/nptel/110101436/7aefab2f857a) (Video)
48. [Week 10: Lecture 47: Track & Trace Systems (I & II)](https://invisiblenetwork.ai/learn/nptel/110101436/4c8b129347f2) (Video)
49. [Week 10: Lecture 48: Track & Trace Systems (I & II)](https://invisiblenetwork.ai/learn/nptel/110101436/a31755ea4b98) (Video)
50. [Week 10: Lecture 49: ERP, WMS & TMS (I & II)](https://invisiblenetwork.ai/learn/nptel/110101436/18b956bc05de) (Video)
51. [Week 10: Lecture 50: ERP, WMS & TMS (I & II)](https://invisiblenetwork.ai/learn/nptel/110101436/ca8e55dff931) (Video)
52. [Week 11: Lecture 51: Introduction to Supply Chain Digital Twin](https://invisiblenetwork.ai/learn/nptel/110101436/f28c209fb168) (Video)
53. [Week 11: Lecture 52: Supply Chain Digital Twin: Greenfield Analysis – A Case Study (I)](https://invisiblenetwork.ai/learn/nptel/110101436/e0d59d414fda) (Video)
54. [Week 11: Lecture 53: Supply Chain Digital Twin: Greenfield Analysis – A Case Study (II)](https://invisiblenetwork.ai/learn/nptel/110101436/2ddec2bf4be3) (Video)
55. [Week 11: Lecture 54: Supply Chain Digital Twin: Network Optimization – A Case Study](https://invisiblenetwork.ai/learn/nptel/110101436/89134eab8044) (Video)
56. [Week 11: Lecture 55: Network Optimization with Capacity Constraints & Control Tower](https://invisiblenetwork.ai/learn/nptel/110101436/01e68e2a2d0c) (Video)
57. [Week 12: Lecture 56: Digital Infrastructure for Supply Chains: Industry 4.0](https://invisiblenetwork.ai/learn/nptel/110101436/12615ad90d9d) (Video)
58. [Week 12: Lecture 57: Industry 4.0 - IIoT, Cloud Computing, Horizontal & Vertical System Integration](https://invisiblenetwork.ai/learn/nptel/110101436/67c9ca46d09e) (Video)
59. [Week 12: Lecture 58: Industry 4.0 – Cybersecurity, Big Data Analytics, Simulation, AR, Robots, AM](https://invisiblenetwork.ai/learn/nptel/110101436/ac1f4923c55c) (Video)
60. [Week 12: Lecture 59: Blockchain](https://invisiblenetwork.ai/learn/nptel/110101436/3eac5a1a3938) (Video)
61. [Week 12: Lecture 60: Supply Chain and Industry 4.0](https://invisiblenetwork.ai/learn/nptel/110101436/7dfdd69d93de) (Video)
62. [Live Session 27-03-2024](https://invisiblenetwork.ai/learn/nptel/110101436/0e3ba4169e6e-2) (Video)
63. [Live Session 08-04-2024](https://invisiblenetwork.ai/learn/nptel/110101436/c8a931c83940-2) (Video)
64. [Live Session 19-04-2024](https://invisiblenetwork.ai/learn/nptel/110101436/7063eb0d0b8e-2) (Video)
65. [Live Session 27-03-2025](https://invisiblenetwork.ai/learn/nptel/110101436/337d00b571f4-2) (Video)