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AI for Business1 AI Governance1 AI Literacy1 Claude AI2 Technical AI2

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Prompt Engineering0Agentic AI0Claude Code0Context & RAG0AI Evals0MCP & Integrations0Responsible AI0Workflows1

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intermediate
AI for Business
AI-Native Operating Rhythm for a Small Team
For founders and operators running a team of 5 to 15 people who already use an AI chat assistant daily.
Standard (2–4 h)2h
Not yet rated20 lessons
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35 modules

Module 1Start Here
in AI-Native Operating Rhythm for a Small Team · 1 lessonai-for-foundersworkflowsstandardintermediate
Module 2Foundations of an AI-Native Operating Rhythm
in AI-Native Operating Rhythm for a Small Team · 4 lessonsai-for-foundersworkflowsstandardintermediate
Module 3Wiring Your Tools Together
in AI-Native Operating Rhythm for a Small Team · 5 lessonsai-for-foundersworkflowsstandardintermediate
Module 4Running the Rituals
in AI-Native Operating Rhythm for a Small Team · 4 lessonsai-for-foundersworkflowsstandardintermediate
Module 5Keeping It Safe and Proving It Works
in AI-Native Operating Rhythm for a Small Team · 6 lessonsai-for-foundersworkflowsstandardintermediate
Module 1Start Here
in Building an Eval Harness · 1 lessonai-for-data-analystsai-evalsstandardintermediate
Module 2Foundations of Eval Harnesses
in Building an Eval Harness · 4 lessonsai-for-data-analystsai-evalsstandardintermediate
Module 3Building the Test Dataset
in Building an Eval Harness · 3 lessonsai-for-data-analystsai-evalsstandardintermediate
Module 4Writing Graders and Scoring Rubrics
in Building an Eval Harness · 4 lessonsai-for-data-analystsai-evalsstandardintermediate
Module 5Thresholds, Regressions, and Comparisons
in Building an Eval Harness · 4 lessonsai-for-data-analystsai-evalsstandardintermediate
Module 6Diagnosing Failures and Operationalizing the Harness
in Building an Eval Harness · 6 lessonsai-for-data-analystsai-evalsstandardintermediate
Module 1Start Here
in Claude Code in a Real Repository · 1 lessonai-for-engineersclaude-codestandardintermediate
Module 2Meet Claude Code
in Claude Code in a Real Repository · 3 lessonsai-for-engineersclaude-codestandardintermediate
Module 3Scoping Claude to Your Codebase
in Claude Code in a Real Repository · 4 lessonsai-for-engineersclaude-codestandardintermediate
Module 4Controlling Access and Risk
in Claude Code in a Real Repository · 4 lessonsai-for-engineersclaude-codestandardintermediate
Module 5Multi-File Refactors You Can Trust
in Claude Code in a Real Repository · 4 lessonsai-for-engineersclaude-codestandardintermediate
Module 6Git Workflow, Recovery, and Automation
in Claude Code in a Real Repository · 6 lessonsai-for-engineersclaude-codestandardintermediate
Module 1Start Here
in Connecting Claude to Your Systems with MCP · 1 lessonai-for-engineersmcp-integrationsstandardintermediate
Module 2MCP Foundations
in Connecting Claude to Your Systems with MCP · 4 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 3Protocol Mechanics
in Connecting Claude to Your Systems with MCP · 4 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 4Building and Connecting
in Connecting Claude to Your Systems with MCP · 5 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 5Production and Real Systems
in Connecting Claude to Your Systems with MCP · 7 lessonsai-for-engineersmcp-integrationsstandardintermediate
Module 1Start Here
in Governance That Does Not Stop Delivery · 1 lessonai-for-leadersresponsible-aistandardintermediate
Module 2The Governance Landscape
in Governance That Does Not Stop Delivery · 4 lessonsai-for-leadersresponsible-aistandardintermediate
Module 3Risk Tiering That Moves Fast
in Governance That Does Not Stop Delivery · 4 lessonsai-for-leadersresponsible-aistandardintermediate
Module 4Gating High-Risk Work Without Freezing Delivery
in Governance That Does Not Stop Delivery · 4 lessonsai-for-leadersresponsible-aistandardintermediate
Module 5Escalation and Decision Rights
in Governance That Does Not Stop Delivery · 4 lessonsai-for-leadersresponsible-aistandardintermediate
Module 6Charters, Scorecards and the Executive Audience
in Governance That Does Not Stop Delivery · 6 lessonsai-for-leadersresponsible-aistandardintermediate
Module 1LLM Security Fundamentals & the Case for Guardrails
in LLM Guardrails, Evals and Agentic Memory · 6 lessonsai-for-engineersai-for-product-managersprompt-engineeringresponsible-aistandardfoundational
Module 1Start Here
in RAG Over Your Own Documents · 1 lessonai-for-data-analystscontext-ragstandardintermediate
Module 2Foundations of RAG
in RAG Over Your Own Documents · 4 lessonsai-for-data-analystscontext-ragstandardintermediate
Module 3Building the Ingestion Pipeline
in RAG Over Your Own Documents · 4 lessonsai-for-data-analystscontext-ragstandardintermediate
Module 4Vector Storage and Retrieval
in RAG Over Your Own Documents · 4 lessonsai-for-data-analystscontext-ragstandardintermediate
Module 5Generation and Prompt Assembly
in RAG Over Your Own Documents · 4 lessonsai-for-data-analystscontext-ragstandardintermediate
Module 6Evaluation and Debugging
in RAG Over Your Own Documents · 5 lessonsai-for-data-analystscontext-ragstandardintermediate

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