WebToolTip com Udemy Agent Ready Data Platform Semantic Layer Text to SQL and MCP

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/.../1 - The Mandate Just Let Them Ask in English/

1 - Module 1 Check.html

1 - The CEO Email That Started It.mp4

2 - The Three Naive Reactions (and Why Each Fails).mp4

3 - Anatomy of an Agent-to-Warehouse Request.mp4

4 - The Agent-Readiness Maturity Ladder.mp4

/.../10 - How Do You Know It's Right Evaluation/

10 - Module 10 Check.html

42 - You Can't Ship What You Can't Measure.mp4

43 - Build an Eval Set From Your Own Questions.mp4

44 - Regression Gates in CI.mp4

45 - The Accuracy Dashboard.mp4

/.../11 - The Governance Gap What Breaks When Agents Query/

11 - Module 11 Check.html

46 - The Agent That Saw Everyone's Salary.mp4

47 - Over-Permissioning and the Service-Account Trap.mp4

48 - Prompt Injection Into Your Data Layer.mp4

49 - The Threat Model.mp4

/.../12 - Governance at the Semantic Layer/

12 - Module 12 Check.html

50 - Policy Belongs in the Layer, Not the Prompt.mp4

51 - RBAC and Governed Metrics.mp4

52 - Row-Level Security and Column Masking.mp4

53 - PII, Aggregation Thresholds, and k-Anonymity.mp4

54 - Snowflake and Databricks Governance Mapping.mp4

/.../13 - Guardrails Containing the Runaway Agent/

13 - Module 13 Check.html

55 - The 40,000 Dollar Weekend Query.mp4

56 - Query Cost Limits, Timeouts, and Result Caps.mp4

57 - Read-Only by Default, Approvals for the Rest.mp4

58 - The Full Audit Trail.mp4

/.../14 - Why MCP The Standard Contract Between Agents and Data/

14 - Module 14 Check.html

59 - From N-by-N Custom Integrations to One Protocol.mp4

60 - Tools, Resources, and Prompts.mp4

61 - Where MCP Sits vs the Semantic Layer.mp4

62 - The Spec Is Moving Durable vs Temporary.mp4

/.../15 - Build a Governed Warehouse MCP Server/

15 - Module 15 Check.html

63 - Your First MCP Server.mp4

64 - Wrapping the Semantic Layer as Tools.mp4

65 - Official Servers vs Rolling Your Own.mp4

66 - Tool Design for LLMs.mp4

67 - Test With a Real Agent Client.mp4

/.../16 - MCP Architecture Decisions/

16 - Module 16 Check.html

68 - Local vs Remote, One Server vs Many.mp4

69 - Transport and Auth Choices.mp4

70 - Tool Granularity Thin Proxy vs Thick Semantic Tools.mp4

71 - The MCP Decision Spine.mp4

/.../17 - Securing MCP/

17 - Module 17 Check.html

72 - The Confused-Deputy Problem.mp4

73 - Per-User Identity Propagation and Scopes.mp4

74 - Secrets, Multi-Tenant Isolation, and Rate Limits.mp4

75 - Pen-Test Your Own Server.mp4

/.../18 - From One Query to Agentic Analytics/

18 - Module 18 Check.html

76 - Single-Shot vs Multi-Step Reasoning.mp4

77 - The Plan-Query-Critique Loop.mp4

78 - Memory and Conversation Context.mp4

79 - Multi-Metric, Multi-Step Questions.mp4

80 - Debug The Agent Looped or Gave Up.mp4

/.../19 - Agent Patterns (and When NOT to Use Them)/

19 - Module 19 Check.html

81 - Conversational BI.mp4

82 - Scheduled and Triggered Agents.mp4

83 - Write-Back and Actions The Danger Zone.mp4

84 - Pattern Selection.mp4

/.../2 - Why Naive Text-to-SQL Hallucinates/

2 - Module 2 Check.html

5 - Live Watch It Hallucinate a Join.mp4

6 - The Five Failure Modes.mp4

7 - Why Just Give It the Schema Doesn't Work.mp4

8 - The Silent-Wrong-Answer Problem.mp4

/.../20 - Observability Trace the Wrong Answer Back/

20 - Module 20 Check.html

85 - The Full Trace.mp4

86 - Logging and Tracing the Stack.mp4

87 - Cost and Latency Monitoring.mp4

88 - Debug Clinic Three Wrong Answers.mp4

/.../21 - Production Hardening and the Drift Problem/

21 - Module 21 Check.html

89 - Semantic Drift.mp4

90 - Caching and Latency.mp4

91 - Reliability, Fallbacks, and Safe Rollout.mp4

92 - The Operations Runbook.mp4

/.../22 - Capstone Ship and Defend an Agent-Queryable Semantic Layer/

22 - Module 22 Check.html

93 - The Brief Meridian Goes Live Company-Wide.mp4

94 - Build Model to Grounding to Governance to MCP.mp4

95 - Evaluate and Harden.mp4

/23 - Introduction/

96 - The 8-Dimension Defense Rubric.mp4

97 - Your Roadmap From Here.mp4

/.../3 - What a Semantic Layer Actually Is/

10 - Metrics, Dimensions, Entities The Three Nouns.mp4

11 - The Join Graph Encode Relationships Once.mp4

12 - Semantic Layer vs BI Layer vs Raw SQL.mp4

13 - Headless and Multi-Consumer.mp4

3 - Module 3 Check.html

9 - The Missing Layer.mp4

/.../4 - Modeling Metrics and Dimensions an LLM Can Trust/

14 - Your First Metric, Defined Once.mp4

15 - Grain, Additivity, and the Fanout Trap.mp4

16 - Descriptions, Synonyms, and Business Context.mp4

17 - Time Intelligence Without Hand-Written SQL.mp4

18 - Debug A Metric That Returns the Wrong Number.mp4

4 - Module 4 Check.html

/.../5 - The Join Graph Killing Hallucinated Joins/

19 - One Bad Join Equals One Wrong Board Number.mp4

20 - Encoding Relationships Correctly.mp4

21 - Fanout and Chasm Traps.mp4

22 - Before and After Same Question, Two Answers.mp4

5 - Module 5 Check.html

/.../6 - Choose Your Engine The Semantic-Layer Decision Spine/

23 - The Contenders.mp4

24 - The Decision Spine Matrix.mp4

25 - Three Scenarios, Three Right Answers.mp4

26 - Defend the Choice.mp4

6 - Module 6 Check.html

/.../7 - Build It A Working Semantic Layer/

27 - Project Setup and Connecting the Warehouse.mp4

28 - Model the Meridian Retail Star.mp4

29 - Expose Metrics via the Query Interface.mp4

30 - Validate Against Known-Good Numbers.mp4

31 - Recap and the Model We Will Feed the LLM.mp4

7 - Module 7 Check.html

/.../8 - The Grounding Jump 40 Percent to 90 Percent/

32 - Re-run Module 2's Failures, Now Grounded.mp4

33 - How Grounding Works.mp4

34 - Semantic Query to Compiled SQL.mp4

35 - The Production-Economics Benchmark.mp4

36 - Where the 10 Percent Still Breaks.mp4

8 - Module 8 Check.html

/.../9 - Context Engineering for the Warehouse/

37 - Context Is the New Limiting Factor.mp4

38 - Retrieving the Right Metrics.mp4

39 - Few-Shot and Query Exemplars That Generalize.mp4

40 - Disambiguation and Clarifying Questions.mp4

41 - Debug The Agent Picked the Wrong Metric.mp4

9 - Module 9 Check.html

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Bonus Resources.txt

Total files 121