Download Udemy - Foundations of AI Engineering Torrent

Torrent Contents Size: 2.4 GB

Udemy - Foundations of AI Engineering

Bonus Resources.txt

TXT

102.4 B

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URL

204.8 B

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1 - Introduction

1. Introduction.mp4

MP4

69.5 MB

2 - The Foundations of AI

1. AI foundation recap (Description).html

HTML

716.8 B

1. AI foundation recap.html

HTML

19.3 KB

2. Introduction to Generative AI & Foundation Models.mp4

MP4

92.9 MB

3 - Prompting and APIs

10. AI's Library Intro to RAG.mp4

MP4

76 MB

11. LLM Connection API vs. Local.mp4

MP4

60.8 MB

12. Taming the AI Building Apps.mp4

MP4

73.5 MB

2. Prompting Recap Quiz (Description).html

HTML

716.8 B

2. Prompting Recap Quiz.html

HTML

19 KB

4 - Building AI Applications & RAG

13. LangChain Code to Cognition.mp4

MP4

71.3 MB

14. The AI's Library Mastering RAG.mp4

MP4

82.6 MB

15. Advanced RAG Optimization.mp4

MP4

79.2 MB

16. Giving AI a Memory.mp4

MP4

77.5 MB

5 - The World of AI Agents

17. AI Agents Thinker to Doer.mp4

MP4

62.7 MB

18. Lone Wolf to Wolf Pack.mp4

MP4

54.2 MB

19. Chaos to Control AI Agents.mp4

MP4

78.4 MB

20. Protecting Agentic Systems.mp4

MP4

84.4 MB

21. The Automated Architects.mp4

MP4

77 MB

3. AI Agents Recap quiz (Description).html

HTML

716.8 B

3. AI Agents Recap quiz.html

HTML

18.3 KB

6 - Under the Hood - Building from Scratch

22. Measuring the Mind.mp4	MP4	60.4 MB
23. Demystifying the Black Box (Coding an LLM from Scratch - Data Preparation).mp4	MP4	83.3 MB
24. The Self-attention Mechanism.mp4	MP4	88.4 MB
25. Inside the Transformer Block.mp4	MP4	92.6 MB
26. Pretraining on Unlabeled Data and Decoding Strategies.mp4	MP4	102.1 MB
27. Fine-tuning for Classification.mp4	MP4	66.2 MB
28. Instruction Fine-Tuning and Cross-Entropy Masking.mp4	MP4	67.1 MB
29. Preference Alignment (RLHF & DPO).mp4	MP4	68.7 MB
30. Assembling the GPT Architecture.mp4	MP4	83.5 MB
31. Tuning an AI Engine Optimization & Distillation.mp4	MP4	85.2 MB
32. Fine-Tuning for Specific Tasks.mp4	MP4	80.1 MB
4. Building the LLM Recap Quiz (Description).html	HTML	716.8 B
4. Building the LLM Recap Quiz.html	HTML	19.8 KB

7. The Art of the Ask.mp4

MP4

61.7 MB

8. The Prompt Engineer's Toolkit.mp4

MP4

96.2 MB

9. How AI reads documents.mp4

MP4

52.7 MB

3. Building a Smarter AI.mp4

MP4

76.9 MB

4. How LLMs Really Work.mp4

MP4

69.9 MB

5. How an LLM Gets So Smart.mp4

MP4

66.2 MB

6. LLM Education in 3 Stages.mp4

MP4

72.1 MB

Description

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Udemy - Foundations of AI Engineering

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