# ACM Winter School on Resent Trends in AI&ML Dec 2023 IIT,Patna

- Institution: IIT Madras
- Department: Special Series
- Level: Undergraduate
- Language: English
- Source: [NPTEL](https://nptel.ac.in/courses/128108021)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/128108021)
- Who can watch: Teens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [NLP Foundation](https://invisiblenetwork.ai/learn/nptel/128108021/76df15ab19cf) (Video)
2. [NLP Foundation - Part II](https://invisiblenetwork.ai/learn/nptel/128108021/5bf0d8815af2) (Video)
3. [Fundamentals of Machine Learning](https://invisiblenetwork.ai/learn/nptel/128108021/1078caa1c1ea) (Video)
4. [Fundamentals of Machine Learning Part - II](https://invisiblenetwork.ai/learn/nptel/128108021/6da1cf83a31b) (Video)
5. [Artificial Intelligence - An Introduction](https://invisiblenetwork.ai/learn/nptel/128108021/47f9bd2bd21b) (Video)
6. [Logistic Regression and Neural Networks](https://invisiblenetwork.ai/learn/nptel/128108021/15349e162fe5) (Video)
7. [Large Scale SVM Algorithms and Appilications](https://invisiblenetwork.ai/learn/nptel/128108021/b9bf452bff94) (Video)
8. [Ensemble Deep Learning For Alzheimer's Disease Dianosis](https://invisiblenetwork.ai/learn/nptel/128108021/9a26808b5cf5) (Video)
9. [From Smart Sensing to Smart Living - The Era of IoT, AI:ML and Data Science](https://invisiblenetwork.ai/learn/nptel/128108021/22f8568ee8b6) (Video)
10. [Machine Learning - Naive Bayes Classification](https://invisiblenetwork.ai/learn/nptel/128108021/ee1b9ad440d2) (Video)
11. [Cluster Analysis - Basic Concepts and Algorithms](https://invisiblenetwork.ai/learn/nptel/128108021/dc5181446dff) (Video)
12. [Algorithms of Unsupervised Learning](https://invisiblenetwork.ai/learn/nptel/128108021/d801ed1853a6) (Video)
13. [Backbone functions of Deep Neural Networks Activation, Loss, Optimization functions](https://invisiblenetwork.ai/learn/nptel/128108021/15180db85ae9) (Video)
14. [Convolutional Neural Networks](https://invisiblenetwork.ai/learn/nptel/128108021/4e38a5d437bd) (Video)
15. [Reinforcement Learning - Experience, Adapt, Excel](https://invisiblenetwork.ai/learn/nptel/128108021/4446055875d6) (Video)
16. [Neoteric Frontiers in cloud,edge and Quantum Computing for Bigdata, IoT and AI Applications](https://invisiblenetwork.ai/learn/nptel/128108021/342d564155b6) (Video)
17. [Reinforcement Learning - Experience,Adapt,Excel - Part II](https://invisiblenetwork.ai/learn/nptel/128108021/8947f4dce139) (Video)
18. [Economic Impact of New Category Recommendation Evidence from a Randomized Field Experiment](https://invisiblenetwork.ai/learn/nptel/128108021/e3f403ab3e04) (Video)
19. [Neural Text Generation](https://invisiblenetwork.ai/learn/nptel/128108021/a10d3f86d10a) (Video)
20. [RL Algorithms](https://invisiblenetwork.ai/learn/nptel/128108021/ebd8187862c5) (Video)
21. [An Overview of AI,NLP,ML Research Activities](https://invisiblenetwork.ai/learn/nptel/128108021/54aced7857b6) (Video)
22. [LLMs & Ethics](https://invisiblenetwork.ai/learn/nptel/128108021/51704ba4edc3) (Video)
23. [Reinforcement Learning with Human Feedback](https://invisiblenetwork.ai/learn/nptel/128108021/980b3d9a2cff) (Video)
24. [The LLM Journey](https://invisiblenetwork.ai/learn/nptel/128108021/0d149b323b55) (Video)
25. [Representation Learning for Large Scale Pretrained Models](https://invisiblenetwork.ai/learn/nptel/128108021/bb35d619e8d9) (Video)
26. [Computer Vision Application](https://invisiblenetwork.ai/learn/nptel/128108021/f793fe292803) (Video)