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WebToolTip com Udemy Generative AI and Large Language Models

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[ WebToolTip.com ] Udemy - Generative AI and Large Language Models

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Total Size

1.8 GB

Total Files

35

Last Seen

2025-07-18 00:27

Hash

79AD7B3E863CE7C196EEB5DFED83A14DED636788

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0.2 KB

/1 - Introduction/

1 -Introduction.mp4

61.9 MB

2 -2. Course Content.mp4

24.2 MB

/.../2 - Introduction to Generative AI/

1 -3. What is Generative AI.mp4

24.9 MB

2 -4. Example - Difference between GenAI and Discriminative AI.mp4

26.5 MB

3 -5. A review on Probability Terms, Bayes theorem.mp4

99.3 MB

4 -6. Case Study Introduction - Digit Recognition.mp4

16.2 MB

5 -7. Case Study Introduction - Digit Recognition (Contd.).mp4

42.7 MB

6 -8. Summary on GenAI.mp4

41.3 MB

/.../3 - Introduction to Large Language Models/

1 -9. Introduction to LLMs.mp4

13.2 MB

2 -10. Understanding language is not easy.mp4

13.9 MB

3 -11. LLM Demo.mp4

18.2 MB

4 -12. What does an LLM do.mp4

19.6 MB

5 -13. Applications of an LLM.mp4

4.6 MB

/.../4 - Core Architecture of LLM and Neural Networks Basics/

1 -14. Introduction to the architecture used in LLM.mp4

38.7 MB

2 -15. Fully Connected Networks.mp4

139.5 MB

3 -16. Neural Networks are Function Approximators.mp4

65.8 MB

4 -17. Introduction to RNN.mp4

57.8 MB

5 -18. RNN - A deep dive.mp4

73.9 MB

6 -18.1 - Pretraining vs Finetuning.mp4

58.4 MB

/.../5 - Transformers and Core Mechanisms/

1 -19. Introduction to Transformers - Tokenization.mp4

41.0 MB

2 -20. Python demo on Tokenization.mp4

38.1 MB

3 -21. Embedding - Words in the vector space.mp4

102.2 MB

4 -22. Overview on the working of the Encoder-Decoder.mp4

87.5 MB

5 -23. Self Attention - Full Explanation on the QKV Matrix.mp4

124.3 MB

6 -24. Embedding - Demo.mp4

53.1 MB

/.../6 - Practical Applications and Labs/

1 -25. Lab 1 - Building a chabot using Huggingface.mp4

96.7 MB

2 -26. Inferencing Parameters - top p, top k, temperature.mp4

60.4 MB

3 -27. Demo on Inferencing Parameters.mp4

34.8 MB

4 -28. Lab 2 - Sentiment Analysis.mp4

69.3 MB

5 -29. Lab 3 - Building a simple translator.mp4

47.3 MB

/.../7 - Evaluation and Advanced Concepts/

1 -30. Evaluation Metrics - The BLEU Score.mp4

79.5 MB

2 -31. Evaluation Metrics - The ROUGE score.mp4

37.1 MB

3 -32. In Context Learning - Zero shot, few shot, One shot Inferences.mp4

72.1 MB

/~Get Your Files Here !/

Bonus Resources.txt

0.1 KB

 

Total files 35


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