Download Udemy - Databricks Certified Context Engineering Associate Torrent

Torrent Contents Size: 2 GB

Udemy - Databricks Certified Context Engineering Associate

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

9.5 MB

10 - Conclusion

2 - CHAPTER 0 SETUP

10. LOCAL_instructions_of_use.pdf

PDF

104 KB

10. Local VScode Instructions of Use.html

HTML

5.5 KB

2. Chapter presentation.mp4

MP4

18.9 MB

3 - CHAPTER I CONTEXT ENGINEERING FOUNDATIONS

11. Chapter presentation.mp4

MP4

7.1 MB

12. Effective context engineering for AI agents.url

URL

102.4 B

12. What is context engineering.mp4

MP4

22.6 MB

13. Unified and open governance for data and AI.url

URL

102.4 B

13. Unity Catalog.mp4

MP4

75.5 MB

13. What is Unity Catalog.url

URL

102.4 B

14. MLflow 3 docs on Databricks.url

URL

102.4 B

14. MLflow.mp4

MP4

53.6 MB

15. Lakebase Autoscaling overview. Databricks docs.url

URL

102.4 B

15. Lakebase.mp4

MP4

14.6 MB

15. Postgres compatibility (PG16, params, pg_stat_statements). Databricks docs.url

URL

102.4 B

15. Synced tables reverse ETL (Delta → Lakebase). Databricks docs.url

URL

102.4 B

15. What is pgvector (positioning operational vs. lakehouse). Databricks blog.url

URL

102.4 B

16. Anthropic — Extended thinking.url

URL

102.4 B

16. Build agent.mp4

MP4

76.6 MB

16. Effective Context Engineering for AI Agents. Anthropic Engineering.url

URL

102.4 B

17. Drew Breunig — How contexts fail and how to fix them.url

URL

102.4 B

17. Drew Breunig — How to fix your context.url

URL

102.4 B

17. Failure modes & context strategies.mp4

MP4

53.1 MB

17. Less is More — dynamic tool selection (Berkeley FCL).url

URL

102.4 B

4 - CHAPTER II SYSTEM PROMPT & INSTRUCTION DESIGN

18. Chapter presentation.mp4

MP4

6.2 MB

19. Genie space.mp4

MP4

98.4 MB

20. Prompt engineering overview.url

URL

102.4 B

20. Prompt.mp4

MP4

104.2 MB

21. Few-shot selection.mp4

MP4

54.4 MB

22. Token tradeoff.mp4

MP4

40.8 MB

5 - CHAPTER III KNOWLEDGE RETRIEVAL & GENIE CONFIGURATION

23. Chapter presentation.mp4

MP4

12.7 MB

24. RAG (Retrieval Augmented Generation) on Databricks.url

URL

102.4 B

24. RAG introduction.mp4

MP4

7.8 MB

25. Build an unstructured data pipeline for RAG.url

URL

102.4 B

25. RAG workflow.mp4

MP4

89.5 MB

26. Chunking.mp4

MP4

68.3 MB

26. Chunking.url

URL

102.4 B

27. Vector Search.mp4

MP4

68.8 MB

28. Genie space curation.mp4

MP4

23.7 MB

29. UC metadata diagnosis.mp4

MP4

33.9 MB

30. RAG pipeline.mp4

MP4

66.3 MB

30. ai_parse_document function.url

URL

102.4 B

31. Vector search diagnosis.mp4

MP4

51.6 MB

6 - CHAPTER IV MEMORY ARCHITECTURE WITH LAKEBASE & MLFLOW

32. Chapter presentation.mp4

MP4

7.2 MB

33. AI agent memory. Databricks docs.url

URL

102.4 B

33. Agent state and memory (Lakebase). Databricks docs.url

URL

102.4 B

33. Lakebase architecture.mp4

MP4

18.1 MB

34. Agent state and memory (Lakebase). Databricks docs.url

URL

102.4 B

34. Memory Retrieval Quality & Context Integrity.mp4

MP4

25.7 MB

35. Create lakebase endpoint.mp4

MP4

13.8 MB

36. AI agent memory (Model Serving).url

URL

102.4 B

36. Short memory agent.mp4

MP4

61.9 MB

7 - CHAPTER V TOOL DESIGN, MCP & AGENT CONTEXT

37. Chapter presentation.mp4

MP4

12 MB

38. AI agent Tools.url

URL

102.4 B

38. Agent tools.mp4

MP4

67.5 MB

38. Model Context Protocol (MCP) on Databricks.url

URL

102.4 B

39. Create tools.mp4

MP4

112.1 MB

40. Connect GitHub MCP.mp4

MP4

67.6 MB

40. Install an external MCP.url

URL

102.4 B

41. Progressive disclosure.mp4

MP4

56.6 MB

42. Agent layered MCP.mp4

MP4

14.9 MB

43. Context pruning.mp4

MP4

31.8 MB

8 - CHAPTER VI CONTEXT COMPRESSION & COMPACTION

44. Chapter presentation.mp4

MP4

5.8 MB

45. Compaction. Claude Developer Platform.url

URL

102.4 B

45. OpenAI Compaction.url

URL

102.4 B

45. What is compaction.mp4

MP4

55.2 MB

46. Compaction - Hands-on.mp4

MP4

42.8 MB

9 - CHAPTER VII MULTI-AGENT & LONG HORIZON TASK DESIGN

47. Chapter presentation.mp4	MP4	5.6 MB
48. Anthropic — How we built our multi-agent research system.url	URL	102.4 B
48. Databricks Supervisor Agent.url	URL	102.4 B
48. Multi-agent Failure.mp4	MP4	93.8 MB

3. Databricks Free Edition limitations.url

URL

102.4 B

3. Databricks Free Version.mp4

MP4

5.9 MB

3. Free Edition.url

URL

102.4 B

3. Sign up for Databricks Free Edition.url

URL

102.4 B

4. Connect GitHub to Databricks.mp4

MP4

48.2 MB

4. GitHub Repos.url

URL

102.4 B

5. Get API Key.url

URL

102.4 B

5. Get a Claude API key.mp4

MP4

15.7 MB

5. Get started with Claude.url

URL

102.4 B

6. Create & Manage LLM Credentials.mp4

MP4

33.4 MB

7. Create a Claude Serving Endpoint.mp4

MP4

35.6 MB

8. Create a PDF Volume.mp4

MP4

58.7 MB

9. Create Delta table from CSV.mp4

MP4

101.9 MB

49. Conclusion.mp4

MP4

4.1 MB

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Udemy - Databricks Certified Context Engineering Associate

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