All resources
Every use case, tutorial, and course in the academy, in one place.
289 resources
AI Capabilities and Limitations
Build an accurate mental model of what large language models can and cannot do: next-token prediction, knowledge, working memory, steerability, and context limits.
AI Fluency for Builders
This course empowers builders to develop AI fluency — increasing impact and efficiency while staying true to what it means to own the full arc from problem to shipped solution.
AI Fluency for educators
Helps faculty, instructional designers, and education leaders apply the 4D AI Fluency framework to course design, learning materials, and teaching practice.
AI Fluency for nonprofits
Build practical AI collaboration skills for nonprofit work using the 4D Framework: Delegation, Description, Discernment, and Diligence. Covers research, writing, data analysis, and organization-wide AI adoption while staying true to your mission and values.
AI Fluency for pK-12 Train the Trainer
This course empowers pK–12 educators to lead AI fluency training for their colleagues — equipping them with a ready-to-run workshop kit grounded in the 4D Framework, while staying true to educators' mission and values.
AI Fluency for pK–12 Educators
Helps pK-12 educators build practical AI fluency through the 4D Framework, supporting student learning while staying true to their mission and values. Created in partnership with Teach For America.
AI Fluency for Small Businesses
Helps small business owners and staff build practical AI collaboration skills using the 4D Framework: Delegation, Description, Discernment, and Diligence. Applies the framework to everyday business tasks like research, customer data, and operations while staying true to your mission and values.
AI Fluency for students
Helps students build AI fluency skills for learning, career planning, and academic success through responsible AI collaboration. Applies the 4D framework (delegation, description, discernment, diligence) to student life.
AI Fluency: Framework & Foundations
Learn to collaborate with AI effectively, efficiently, ethically, and safely using the 4D framework: Delegation, Description, Discernment, and Diligence.
Building with the Claude API
The full spectrum of working with Anthropic models using the Claude API: prompting, tool use, RAG, agents, MCP, and production patterns.
Claude 101
Learn to use Claude for everyday work, from your first conversation and effective prompting to projects, artifacts, skills, and connected tools.
Claude Code 101
An agentic coding tool that lives in your terminal. Learn what Claude Code is, how it works, and the core workflows for getting real work done with it.
Claude Code in Action
Run long, hands-off Claude Code sessions you can trust: steer, configure, automate, and verify
Claude Platform 101
This course teaches developers to build on the Claude Platform from the ground up, whether you've made a few API calls or have only used Claude through a chat window.
Claude with Amazon Bedrock
Integrating and deploying Claude through Amazon Bedrock: API implementation, tool use, RAG pipelines, agents, and production-ready applications on AWS.
Claude with Google Cloud's Vertex AI
Working with Anthropic models through Google Cloud's Vertex AI: setup, prompting, tool use, RAG, agents, and production deployment patterns.
Introduction to agent skills
Build, configure, and share skills in Claude Code — reusable markdown instructions that Claude applies automatically to matching tasks. Covers creating your first skill through team distribution and troubleshooting.
Introduction to Claude Cowork
Delegate multi-step work to Claude in Cowork: set up workspaces, give context, run task loops, and use plugins for research, documents, and browser tasks.
Introduction to Model Context Protocol
Build MCP servers and clients from scratch with the Python SDK, covering the three core primitives—tools, resources, and prompts—that connect Claude to external services.
Introduction to subagents
Decompose complex tasks across parallel Claude subagents and orchestrate them deterministically.
Model Context Protocol: Advanced Topics
Go beyond MCP basics: sampling, notifications, and roots, with interactive walkthroughs of each protocol flow.
Teaching AI Fluency
Equips academic faculty and instructional designers to teach and assess AI fluency in instructor-led settings. Builds on the 4D AI Fluency Framework with strategies for assessment, assignment design, and discipline-specific application.
Account research
A one-page brief on what changed and where you fit.
Account tracking
Account health in green/yellow/red with this week's two moves.