# Artificial Intelligence (AI) for Management

- Institution: IIT Madras
- Department: Computer Science and Engineering
- Teacher: Prof. Saji K Mathew
- Level: Undergraduate
- Language: English
- Subjects: Computer science, Engineering
- Source: [NPTEL](https://nptel.ac.in/courses/106106849)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/106106849)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [AI in Business: Milestones, Applications, and Organizational Challenges - 1](https://invisiblenetwork.ai/learn/nptel/106106849/8be513e65204) (Video)
2. [AI in Business: Milestones, Applications, and Organizational Challenges - 2](https://invisiblenetwork.ai/learn/nptel/106106849/e58ea52d2b93) (Video)
3. [AI in Business: Milestones, Applications, and Organizational Challenges - 3](https://invisiblenetwork.ai/learn/nptel/106106849/8c16295b38e7) (Video)
4. [Case of AI Development: OpenAI and Industry Adoption](https://invisiblenetwork.ai/learn/nptel/106106849/087b8233dc52) (Video)
5. [Case of AI for Social Impact : e-Paarvai in Healthcare](https://invisiblenetwork.ai/learn/nptel/106106849/4610cc9bb541) (Video)
6. [Machine Learning (ML) Fundamentals: Modeling and Testing](https://invisiblenetwork.ai/learn/nptel/106106849/8880000fbefc) (Video)
7. [Artificial neural networks - 1](https://invisiblenetwork.ai/learn/nptel/106106849/b4739051236e) (Video)
8. [Artificial neural networks - 2](https://invisiblenetwork.ai/learn/nptel/106106849/90cd1df59ba3) (Video)
9. [ANN for Stock Market Application](https://invisiblenetwork.ai/learn/nptel/106106849/fec7d48937fa) (Video)
10. [Digital Business Strategy: Enterprise systems to Ecosystems - 1](https://invisiblenetwork.ai/learn/nptel/106106849/5185a17e9979) (Video)
11. [Digital Business Strategy: Enterprise systems to Ecosystems - 2](https://invisiblenetwork.ai/learn/nptel/106106849/25daf276e774) (Video)
12. [AI-Driven Business Models and Platforms](https://invisiblenetwork.ai/learn/nptel/106106849/bb9e697dfa44) (Video)
13. [AI-Driven Business Models and Global Platform Strategy: The Bytedance Case](https://invisiblenetwork.ai/learn/nptel/106106849/7c5837d5b387) (Video)
14. [Industry Lecture - Strategies for future of work in management](https://invisiblenetwork.ai/learn/nptel/106106849/0433f1d8da82) (Video)
15. [Business Value of AI: Strategic, Capability, and Value-Creation Perspectives](https://invisiblenetwork.ai/learn/nptel/106106849/248500ca7178) (Video)
16. [Business Value of AI: A Case in Point](https://invisiblenetwork.ai/learn/nptel/106106849/1c5eeb2ccace) (Video)
17. [Vibe Coding](https://invisiblenetwork.ai/learn/nptel/106106849/dab6c12cfa75) (Video)
18. [Vibe Coding Demo](https://invisiblenetwork.ai/learn/nptel/106106849/4efa8fdd1f2a) (Video)
19. [Business Value of AI: Measuring What Matters (Part 1)](https://invisiblenetwork.ai/learn/nptel/106106849/2be6815547eb) (Video)
20. [Business Value of AI: Measuring What Matters (Part 2)](https://invisiblenetwork.ai/learn/nptel/106106849/600d4550add9) (Video)
21. [Algorithmic Decision Making - 1](https://invisiblenetwork.ai/learn/nptel/106106849/87ba6bee2ef1) (Video)
22. [Algorithmic Decision Making - 2](https://invisiblenetwork.ai/learn/nptel/106106849/ae6c02126507) (Video)
23. [Machine Bias: Root Cause, Examples, & Cognitive Biases in Data](https://invisiblenetwork.ai/learn/nptel/106106849/05d0ee97e441) (Video)
24. [AI for Decision-Making: Interpretability and Explainability](https://invisiblenetwork.ai/learn/nptel/106106849/217baa458d7d) (Video)
25. [Interpretability, Explainability, and the Black Box Problem in AI](https://invisiblenetwork.ai/learn/nptel/106106849/0c0918edf4c8) (Video)
26. [Introduction to RNN and LSTM - 1](https://invisiblenetwork.ai/learn/nptel/106106849/751e8f7e85fd) (Video)
27. [Introduction to RNN and LSTM - 2](https://invisiblenetwork.ai/learn/nptel/106106849/ee9e9c2cfc1d) (Video)
28. [Advances in ANN - 1](https://invisiblenetwork.ai/learn/nptel/106106849/694048811ef4) (Video)
29. [Advances in ANN - 2](https://invisiblenetwork.ai/learn/nptel/106106849/e1b56eb1330f) (Video)
30. [AI Risk: Sources](https://invisiblenetwork.ai/learn/nptel/106106849/7d466eec8c3f) (Video)
31. [AI Risk and Bias: Sources, Examples, & Control Mechanisms](https://invisiblenetwork.ai/learn/nptel/106106849/35ea3ba61758) (Video)
32. [The Dark Side of AI: Manifested Risks and the Alignment Problem](https://invisiblenetwork.ai/learn/nptel/106106849/1d0aef901941) (Video)
33. [Case: AI for VA](https://invisiblenetwork.ai/learn/nptel/106106849/3af111d0f8ec) (Video)
34. [Prompt Engineering](https://invisiblenetwork.ai/learn/nptel/106106849/f35c6a1ea2d8) (Video)
35. [Responsible AI: An Introduction](https://invisiblenetwork.ai/learn/nptel/106106849/613ba5441081) (Video)
36. [Case - Responsible AI: Silenced No More!](https://invisiblenetwork.ai/learn/nptel/106106849/d951b89b10e2) (Video)
37. [AI & Fairness](https://invisiblenetwork.ai/learn/nptel/106106849/f727c8733c85) (Video)
38. [Responsible AI: Principles, Governance and Regulation](https://invisiblenetwork.ai/learn/nptel/106106849/8c6c296bfacc) (Video)
39. [Responsible AI: Principles, Governance and Regulation part 2](https://invisiblenetwork.ai/learn/nptel/106106849/d8e620b19695) (Video)
40. [Building AI Systems Responsibly](https://invisiblenetwork.ai/learn/nptel/106106849/81240a85cc1e) (Video)