[ WebToolTip com ] Udemy - Mastering Generative AI with LLMs
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| Torrent Size : | 3.42 GB |
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Torrent File Content (66 files)
[ WebToolTip.com ] Udemy - Mastering Generative AI with LLMs
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1 - Introduction/1. A message from the instructor.mp4 -
1 - Introduction/1. A message from the instructor.mp4 -
39.47 MB
2 - Module 1 Introduction to Generative AI 8 Lessons/2. Module Overview.mp4 -
25.31 MB
2 - Module 1 Introduction to Generative AI 8 Lessons/3. AI and Machine Learning Basics.mp4 -
69.62 MB
2 - Module 1 Introduction to Generative AI 8 Lessons/4. Generative AI Definition and Key Concepts.mp4 -
70.24 MB
2 - Module 1 Introduction to Generative AI 8 Lessons/5. Generative AI vs. Traditional AI Models.mp4 -
50.48 MB
2 - Module 1 Introduction to Generative AI 8 Lessons/6. Evolution of Generative Models.mp4 -
70.67 MB
2 - Module 1 Introduction to Generative AI 8 Lessons/7. The Role of Transformers in Generative AI.mp4 -
68.94 MB
2 - Module 1 Introduction to Generative AI 8 Lessons/8. Introduction to Large Language Models.mp4 -
82.73 MB
2 - Module 1 Introduction to Generative AI 8 Lessons/9. Module Summary.mp4 -
35.9 MB
3 - Module 2 Fundamentals of Large Language Models 9 Lessons Demonstration/10. Module Overview.mp4 -
26.81 MB
3 - Module 2 Fundamentals of Large Language Models 9 Lessons Demonstration/11. Understanding Large Language Models.mp4 -
65.42 MB
3 - Module 2 Fundamentals of Large Language Models 9 Lessons Demonstration/12. Pre-training and Fine-tuning.mp4 -
82.82 MB
3 - Module 2 Fundamentals of Large Language Models 9 Lessons Demonstration/13. Key LLM Architectures.mp4 -
69.31 MB
3 - Module 2 Fundamentals of Large Language Models 9 Lessons Demonstration/14. Tokenization and Embeddings in LLMs.mp4 -
93.72 MB
3 - Module 2 Fundamentals of Large Language Models 9 Lessons Demonstration/15. Demonstration - Tokenization and Cost Estimation.mp4 -
60.69 MB
3 - Module 2 Fundamentals of Large Language Models 9 Lessons Demonstration/16. content-icon Training LLMs.mp4 -
86.27 MB
3 - Module 2 Fundamentals of Large Language Models 9 Lessons Demonstration/17. Limitations and Challenges of LLMs.mp4 -
63.82 MB
3 - Module 2 Fundamentals of Large Language Models 9 Lessons Demonstration/18. Module Summary.mp4 -
44.48 MB
4 - Module 3 Practical Applications of LLMs 8 Lessons Demonstration/19. Module Overview.mp4 -
34.85 MB
4 - Module 3 Practical Applications of LLMs 8 Lessons Demonstration/20. Natural Language Processing with LLMs.mp4 -
64.56 MB
4 - Module 3 Practical Applications of LLMs 8 Lessons Demonstration/21. Demonstration - Prompt Engineering Playground.mp4 -
58.92 MB
4 - Module 3 Practical Applications of LLMs 8 Lessons Demonstration/22. Content Creation and Text Augmentation.mp4 -
70.71 MB
4 - Module 3 Practical Applications of LLMs 8 Lessons Demonstration/23. Coding and Programming Assistance.mp4 -
73.77 MB
4 - Module 3 Practical Applications of LLMs 8 Lessons Demonstration/24. Conversational AI and Virtual Assistants.mp4 -
73.26 MB
4 - Module 3 Practical Applications of LLMs 8 Lessons Demonstration/25. Emerging Applications and Use Cases.mp4 -
64.38 MB
4 - Module 3 Practical Applications of LLMs 8 Lessons Demonstration/26. Module Summary.mp4 -
53.21 MB
5 - Module 4 Implementing LLMs 8 Lessons Demonstration/27. Module Overview.mp4 -
34.01 MB
5 - Module 4 Implementing LLMs 8 Lessons Demonstration/28. Implementing LLMs.mp4 -
45.1 MB
5 - Module 4 Implementing LLMs 8 Lessons Demonstration/29. Fine-tuning LLMs for Specific Tasks.mp4 -
68.69 MB
5 - Module 4 Implementing LLMs 8 Lessons Demonstration/30. Building an NLP Pipeline Using LLMs.mp4 -
67.47 MB
5 - Module 4 Implementing LLMs 8 Lessons Demonstration/31. Deploying LLMs in Production Environments.mp4 -
60.76 MB
5 - Module 4 Implementing LLMs 8 Lessons Demonstration/32. Optimizing LLM Performance.mp4 -
57.66 MB
5 - Module 4 Implementing LLMs 8 Lessons Demonstration/33. Demonstration - Gemini Chatbot using Google Colab.mp4 -
48.97 MB
5 - Module 4 Implementing LLMs 8 Lessons Demonstration/34. Module Summary.mp4 -
35.94 MB
6 - Module 5 Evaluating and Optimizing LLM Performance 9 Lessons Demonstration/35. Module Overview.mp4 -
25.69 MB
6 - Module 5 Evaluating and Optimizing LLM Performance 9 Lessons Demonstration/36. Evaluation Metrics for LLMs.mp4 -
42.99 MB
6 - Module 5 Evaluating and Optimizing LLM Performance 9 Lessons Demonstration/37. Benchmarking LLMs on Standard Datasets.mp4 -
65.33 MB
6 - Module 5 Evaluating and Optimizing LLM Performance 9 Lessons Demonstration/38. Identifying and Mitigating Bias in LLMs.mp4 -
63.08 MB
6 - Module 5 Evaluating and Optimizing LLM Performance 9 Lessons Demonstration/39. Model Interpretability and Explainability.mp4 -
64.94 MB
6 - Module 5 Evaluating and Optimizing LLM Performance 9 Lessons Demonstration/40. Optimizing LLMs for Cost and Efficiency.mp4 -
48.87 MB
6 - Module 5 Evaluating and Optimizing LLM Performance 9 Lessons Demonstration/41. Feedback Loops & Continuous Improvement.mp4 -
47.06 MB
6 - Module 5 Evaluating and Optimizing LLM Performance 9 Lessons Demonstration/42. Demonstration - Bias and Toxicity Analysis.mp4 -
58.23 MB
6 - Module 5 Evaluating and Optimizing LLM Performance 9 Lessons Demonstration/43. Module Summary.mp4 -
47.22 MB
7 - Module 6 Ethical Considerations and Challenges 7 Lessons/44. Module Overview.mp4 -
26.77 MB
7 - Module 6 Ethical Considerations and Challenges 7 Lessons/45. Understanding Ethical AI & Responsible AI.mp4 -
53.41 MB
7 - Module 6 Ethical Considerations and Challenges 7 Lessons/46. Bias, Fairness, and Inclusivity in LLMs.mp4 -
70.36 MB
7 - Module 6 Ethical Considerations and Challenges 7 Lessons/47. Privacy and Security Concerns with LLMs.mp4 -
66.81 MB
7 - Module 6 Ethical Considerations and Challenges 7 Lessons/48. Misinformation and Hallucination in LLMs.mp4 -
69.81 MB
7 - Module 6 Ethical Considerations and Challenges 7 Lessons/49. Ethical Frameworks and AI Governance.mp4 -
69.87 MB
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