Download Udemy - AI Engineering and LLM MasterClass Torrent

Torrent Contents Size: 1.6 GB

Udemy - AI Engineering and LLM MasterClass

Bonus Resources.txt

TXT

102.4 B

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URL

204.8 B

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1 - The AI Engineering Landscape in 2026

1. S1_Foundations_Resource.py

12.3 KB

1. The AI Engineering Landscape in 2026.mp4

MP4

44.9 MB

10 - LLMOps PRODUCTION, MONITORING & COST

11 - MULTIMODAL AI

12 - RESPONSIBLE AI, SAFETY & GOVERNANCE

2 - PROMPT ENGINEERING AS A DISCIPLINE

10. Prompt Testing & Evaluation.mp4

MP4

18.2 MB

11. Prompt Versioning & Management.mp4

MP4

25.6 MB

3 - WORKING WITH LLM APIs

1. Knowledge Check.html

HTML

20.5 KB

12. OpenAI API Deep Dive.mp4

MP4

53.4 MB

12. S3_Complete_Resource.py

15.6 KB

12. S3_Project2_AI_Gateway.pptx

PPTX

33.6 KB

13. Anthropic Claude API.mp4

MP4

34.6 MB

14. Google Gemini API.mp4

MP4

36.5 MB

15. Building a Unified LLM Interface.mp4

MP4

48.6 MB

16. Async and Concurrent API Calls.mp4

MP4

22.6 MB

17. Response Caching & Cost Reduction.mp4

MP4

22.7 MB

18. Logging, Observability & Debugging.mp4

MP4

23.2 MB

4 - VECTOR DATABASES & EMBEDDINGS

19. S4_Complete_Resource.py

11.8 KB

19. What Are Embeddings.mp4

MP4

37.3 MB

20. Similarity Search Deep Dive.mp4

MP4

33 MB

21. Vector Database Landscape.mp4

MP4

24.5 MB

22. ChromaDB Hands-On.mp4

MP4

9.6 MB

23. Pinecone for Production.mp4

MP4

9.6 MB

24. Chunking Strategies.mp4

MP4

16.9 MB

5 - RAG RETRIEVAL AUGMENTED GENERATION

2. Quiz Time!.html

HTML

20.4 KB

25. S5_Complete_Resource.py

13 KB

25. S5_Project4_Knowledge_Assistant.pptx

PPTX

33.6 KB

25. Why RAG The Problem It Solves.mp4

MP4

13.1 MB

26. Naive RAG — The Basic Pipeline.mp4

MP4

13.2 MB

27. Advanced Retrieval Techniques.mp4

MP4

14.8 MB

28. RAG Evaluation — Measuring What Matters.mp4

MP4

17.8 MB

29. Hybrid Search RAG.mp4

MP4

22.7 MB

30. Corrective RAG & Self-RAG.mp4

MP4

9.8 MB

31. GraphRAG — Knowledge Graph Enhanced Retrieval.mp4

MP4

13.7 MB

32. Production RAG Architecture.mp4

MP4

2.7 MB

6 - LANGCHAIN & LLM ORCHESTRATION

33. LangChain Architecture & Philosophy.mp4

MP4

15.8 MB

33. S6_Complete_Resource.py

25.4 KB

33. S6_Project5_Document_Pipeline.pptx

PPTX

33.6 KB

34. Chains & LCEL.mp4

MP4

13.8 MB

35. Memory Systems.mp4

MP4

12 MB

36. Document Loaders & Text Splitters.mp4

MP4

9.6 MB

37. LangChain Retrievers.mp4

MP4

19.5 MB

38. Output Parsers & Structured Data.mp4

MP4

9.9 MB

39. LangGraph Introduction.mp4

MP4

34.2 MB

7 - AI AGENTS & AGENTIC SYSTEMS

40. S7_Complete_Resource.py

18.4 KB

40. S7_Project6_Research_Agent.pptx

PPTX

33.7 KB

40. What Are AI Agents (Description).html

HTML

716.8 B

40. What Are AI Agents.mp4

MP4

30 MB

41. Tool Use & Function Calling.mp4

MP4

24.2 MB

42. LangChain Agents.mp4

MP4

8.1 MB

43. LangGraph for Agentic Workflows.mp4

MP4

8.6 MB

44. Multi-Agent Systems with CrewAI.mp4

MP4

11.4 MB

45. Multi-Agent Systems with AutoGen.mp4

MP4

16.2 MB

46. MCP — Model Context Protocol.mp4

MP4

8.6 MB

47. Agent Reliability & Production Patterns.mp4

MP4

10.9 MB

8 - FINE-TUNING LLMs (LoRA QLoRA)

48. S8_Complete_Resource.py

7.9 KB

48. S8_Project7_FineTune.pptx

PPTX

33.6 KB

48. When to Fine-Tune (And When NOT To).mp4

MP4

11.5 MB

49. Preparing Data.mp4

MP4

9 MB

50. Open AI Fine Tuning.mp4

MP4

7.6 MB

51. LoRA & QLoRA.mp4

MP4

9.9 MB

52. Evaluation Itration.mp4

MP4

18.5 MB

9 - OPEN-SOURCE LLMs & LOCAL DEPLOYMENT

53. OSS LLM Landscape.mp4	MP4	20.7 MB
53. S9_Complete_Resource.py	PY	9.1 KB
53. S9_Project8_Local_RAG.pptx	PPTX	33.5 KB
54. Ollama Local.mp4	MP4	10.8 MB
55. Production vLLM.mp4	MP4	10.6 MB
56. Quantisation.mp4	MP4	18.2 MB
57. OSS End to End.mp4	MP4	22.3 MB

6. S2_Complete_Resource.py

17.4 KB

6. The Anatomy of a Prompt.mp4

MP4

47.2 MB

7. Advanced Prompting Techniques.mp4

MP4

53 MB

8. Structured Output — Getting JSON Every Time.mp4

MP4

31.5 MB

9. Prompt Injection & Security.mp4

MP4

32 MB

3. Quiz Time.html

HTML

18.5 KB

70. LLM Safety Risks & Threat Model.mp4

MP4

17.7 MB

70. S12_Complete_Resource.py

17.1 KB

70. S12_Project11_Responsible_AI.pptx

PPTX

33.4 KB

71. Guardrails & Content Filtering.mp4

MP4

21.8 MB

72. Privacy, Compliance & Data Governance.mp4

MP4

19.7 MB

73. AI Governance & Responsible Deployment.mp4

MP4

22.5 MB

73. Cap_1_Capstone_Overview_an.pptx

PPTX

36.5 KB

73. Cap_2_Implementation_Guide.pptx

PPTX

36.4 KB

73. Cap_3_Presentation_and_Por.pptx

PPTX

36.5 KB

73. Capstone_Complete_Resource.py

19.8 KB

65. Vision Models & GPT-4o Vision.mp4

MP4

30 MB

66. Building Vision-Powered Applications.mp4

MP4

20.1 MB

66. S11_Complete_Resource.py

16.8 KB

67. Audio Whisper & Speech-to-Text.mp4

MP4

23 MB

68. Text-to-Speech & Voice Agents.mp4

MP4

22.3 MB

69. Multimodal RAG.mp4

MP4

22.3 MB

58. S10_Complete_Resource.py

16.3 KB

58. What is LLMOps.mp4

MP4

32.6 MB

59. Prompt Versioning.mp4

MP4

19.4 MB

60. Cost Optimization.mp4

MP4

25.3 MB

61. Guardrails Safety.mp4

MP4

19 MB

62. Deployment Strategies.mp4

MP4

19.6 MB

63. Testing LLM Systems.mp4

MP4

18.9 MB

64. LLMOps_Tools.mp4

MP4

15.4 MB

2. How Large Language Models Work (No Maths Required).mp4

MP4

41.8 MB

3. The LLM Ecosystem — Frontier vs Open Source.mp4

MP4

55.2 MB

4. Development Environment Setup.mp4

MP4

34.5 MB

5. Cost Management & Token Economics.mp4

MP4

18.9 MB

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Udemy - AI Engineering and LLM MasterClass

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