Udemy - Agent-Ready Data Platform - Semantic Layer, Text-to-SQL and MCP

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - The Mandate Just Let Them Ask in English
• 1 - Module 1 Check.html (22.2 KB)
• 1 - The CEO Email That Started It.mp4 (19.1 MB)
• 2 - The Three Naive Reactions (and Why Each Fails).mp4 (15.8 MB)
• 3 - Anatomy of an Agent-to-Warehouse Request.mp4 (13.2 MB)
• 4 - The Agent-Readiness Maturity Ladder.mp4 (13.3 MB)
10 - How Do You Know It's Right Evaluation
• 10 - Module 10 Check.html (21.9 KB)
• 42 - You Can't Ship What You Can't Measure.mp4 (26.5 MB)
• 43 - Build an Eval Set From Your Own Questions.mp4 (21.0 MB)
• 44 - Regression Gates in CI.mp4 (22.9 MB)
• 45 - The Accuracy Dashboard.mp4 (18.9 MB)
11 - The Governance Gap What Breaks When Agents Query
• 11 - Module 11 Check.html (21.8 KB)
• 46 - The Agent That Saw Everyone's Salary.mp4 (23.8 MB)
• 47 - Over-Permissioning and the Service-Account Trap.mp4 (22.7 MB)
• 48 - Prompt Injection Into Your Data Layer.mp4 (20.6 MB)
• 49 - The Threat Model.mp4 (21.8 MB)
12 - Governance at the Semantic Layer
• 12 - Module 12 Check.html (22.0 KB)
• 50 - Policy Belongs in the Layer, Not the Prompt.mp4 (16.8 MB)
• 51 - RBAC and Governed Metrics.mp4 (18.9 MB)
• 52 - Row-Level Security and Column Masking.mp4 (23.9 MB)
• 53 - PII, Aggregation Thresholds, and k-Anonymity.mp4 (18.9 MB)
• 54 - Snowflake and Databricks Governance Mapping.mp4 (27.9 MB)
13 - Guardrails Containing the Runaway Agent
• 13 - Module 13 Check.html (21.9 KB)
• 55 - The 40,000 Dollar Weekend Query.mp4 (20.3 MB)
• 56 - Query Cost Limits, Timeouts, and Result Caps.mp4 (24.4 MB)
• 57 - Read-Only by Default, Approvals for the Rest.mp4 (20.3 MB)
• 58 - The Full Audit Trail.mp4 (24.4 MB)
14 - Why MCP The Standard Contract Between Agents and Data
• 14 - Module 14 Check.html (21.8 KB)
• 59 - From N-by-N Custom Integrations to One Protocol.mp4 (22.6 MB)
• 60 - Tools, Resources, and Prompts.mp4 (22.7 MB)
• 61 - Where MCP Sits vs the Semantic Layer.mp4 (17.2 MB)
• 62 - The Spec Is Moving Durable vs Temporary.mp4 (22.4 MB)
15 - Build a Governed Warehouse MCP Server
• 15 - Module 15 Check.html (21.8 KB)
• 63 - Your First MCP Server.mp4 (23.1 MB)
• 64 - Wrapping the Semantic Layer as Tools.mp4 (23.3 MB)
• 65 - Official Servers vs Rolling Your Own.mp4 (20.2 MB)
• 66 - Tool Design for LLMs.mp4 (27.0 MB)
• 67 - Test With a Real Agent Client.mp4 (20.8 MB)
16 - MCP Architecture Decisions
• 16 - Module 16 Check.html (21.8 KB)
• 68 - Local vs Remote, One Server vs Many.mp4 (20.4 MB)
• 69 - Transport and Auth Choices.mp4 (24.5 MB)
• 70 - Tool Granularity Thin Proxy vs Thick Semantic Tools.mp4 (26.9 MB)
• 71 - The MCP Decision Spine.mp4 (22.1 MB)
17 - Securing MCP
• 17 - Module 17 Check.html (21.9 KB)
• 72 - The Confused-Deputy Problem.mp4 (23.0 MB)
• 73 - Per-User Identity Propagation and Scopes.mp4 (25.9 MB)
• 74 - Secrets, Multi-Tenant Isolation, and Rate Limits.mp4 (24.0 MB)
• 75 - Pen-Test Your Own Server.mp4 (26.3 MB)
18 - From One Query to Agentic Analytics
• 18 - Module 18 Check.html (21.8 KB)
• 76 - Single-Shot vs Multi-Step Reasoning.mp4 (17.4 MB)
• 77 - The Plan-Query-Critique Loop.mp4 (19.1 MB)
• 78 - Memory and Conversation Context.mp4 (17.6 MB)
• 79 - Multi-Metric, Multi-Step Questions.mp4 (16.6 MB)
• 80 - Debug The Agent Looped or Gave Up.mp4 (19.4 MB)
19 - Agent Patterns (and When NOT to Use Them)
• 19 - Module 19 Check.html (22.0 KB)
• 81 - Conversational BI.mp4 (23.7 MB)
• 82 - Scheduled and Triggered Agents.mp4 (20.9 MB)
• 83 - Write-Back and Actions The Danger Zone.mp4 (32.1 MB)
• 84 - Pattern Selection.mp4 (20.1 MB)
2 - Why Naive Text-to-SQL Hallucinates
• 2 - Module 2 Check.html (22.3 KB)
• 5 - Live Watch It Hallucinate a Join.mp4 (24.4 MB)
• 6 - The Five Failure Modes.mp4 (20.9 MB)
• 7 - Why Just Give It the Schema Doesn't Work.mp4 (16.4 MB)
• 8 - The Silent-Wrong-Answer Problem.mp4 (14.0 MB)
20 - Observability Trace the Wrong Answer Back
• 20 - Module 20 Check.html (21.7 KB)
• 85 - The Full Trace.mp4 (20.2 MB)
• 86 - Logging and Tracing the Stack.mp4 (24.7 MB)
• 87 - Cost and Latency Monitoring.mp4 (20.7 MB)
• 88 - Debug Clinic Three Wrong Answers.mp4 (21.9 MB)
21 - Production Hardening and the Drift Problem
• 21 - Module 21 Check.html (21.6 KB)
• 89 - Semantic Drift.mp4 (23.5 MB)
• 90 - Caching and Latency.mp4 (25.1 MB)
• 91 - Reliability, Fallbacks, and Safe Rollout.mp4 (24.5 MB)
• 92 - The Operations Runbook.mp4 (23.9 MB)
22 - Capstone Ship and Defend an Agent-Queryable Semantic Layer
• 22 - Module 22 Check.html (21.8 KB)
• 93 - The Brief Meridian Goes Live Company-Wide.mp4 (18.3 MB)
• 94 - Build Model to Grounding to Governance to MCP.mp4 (28.6 MB)
• 95 - Evaluate and Harden.mp4 (26.6 MB)
23 - Introduction
• 96 - The 8-Dimension Defense Rubric.mp4 (26.9 MB)
• 97 - Your Roadmap From Here.mp4 (19.2 MB)
3 - What a Semantic Layer Actually Is
• 10 - Metrics, Dimensions, Entities The Three Nouns.mp4 (17.6 MB)
• 11 - The Join Graph Encode Relationships Once.mp4 (16.2 MB)
• 12 - Semantic Layer vs BI Layer vs Raw SQL.mp4 (16.2 MB)
• 13 - Headless and Multi-Consumer.mp4 (17.1 MB)
• 3 - Module 3 Check.html (21.6 KB)
• 9 - The Missing Layer.mp4 (18.4 MB)
4 - Modeling Metrics and Dimensions an LLM Can Trust
• 14 - Your First Met