Research

Claude 101

Learn how to use Claude for everyday work tasks, understand core features, and explore resources for more advanced learning.

AI Fluency: Framework & Foundations

Learn to collaborate with AI systems effectively, efficiently, ethically, and safely.

AI Fluency for Students

Develop AI Fluency skills that enhance learning, career planning, and academic success through responsible AI collaboration.

AI Fluency for Educators

Empowers faculty, instructional designers, and educational leaders to apply AI Fluency into their own teaching practice and institutional strategy.

AI Fluency for Nonprofits

Empowers nonprofit professionals to develop AI fluency to increase organizational impact and efficiency while staying true to their mission and values.

Teaching AI Fluency

Empowers academic faculty and instructional designers to teach and assess AI Fluency in instructor-led settings.

Building with the Claude API

Comprehensive course covering the full spectrum of working with Anthropic models using the Claude API.

Introduction to Model Context Protocol

Learn how to build modular AI applications using MCP to connect Claude with external tools and data sources.

Claude Code in Action

Practical walkthrough of using Claude Code to accelerate your development workflow.

Introduction to Agent Skills

Learn how to build, configure, and share Skills in Claude Code — reusable markdown instructions that Claude automatically applies to the right tasks.

Model Context Protocol: Advanced Topics

Deep dive into MCP's advanced features including sampling, notifications, and transport implementations.

Claude with Amazon Bedrock

Comprehensive course covering the full spectrum of working with Anthropic models using Amazon Bedrock.

Claude with Google Cloud Vertex AI

Comprehensive course covering the full spectrum of working with Anthropic models using Google Cloud's Vertex AI.

Claude Cookbooks

Code and guides designed to help developers build with Claude — copy-paste code snippets you can easily integrate into your own projects.

MCP Mastery: Build AI Apps with Claude, LangChain and Ollama

Build MCP servers and connect them to Ollama, giving your local agent access to your file system and local APIs. A standout course for privacy-first agent builders in 2026.

Agent Skills with Anthropic

Uses Cline and Claude Code as the primary lab environments. Teaches the universal SKILL.md format to give agents reusable domain knowledge (e.g., /frontend-design, /security-audit). Via DeepLearning.AI.

10 Must-Have Skills for Coding Agents

Curated list of Cline plugins including PlanetScale (DB management), Shannon (AI pen-testing), and Excalidraw (architecture diagrams). Via Medium.

AI Automation: Build LLM Apps & AI-Agents with n8n

RAG-based AI agents with Vector Stores connected to custom APIs. Covers OpenAI, Claude, Ollama, and MCP. 49,000+ enrolled students. Via Udemy.

Google AI Professional Certificate

Includes 20+ hands-on activities with a dedicated module on AI for App Building. 90 days of Google AI Pro access free on enrollment. Available in many languages.

Gemini and Vertex AI: Building Intelligent Applications

Functional calling, grounding techniques, and using the Agent Development Kit (ADK) within the Vertex AI environment. Free to audit.

Gemini CLI: Code & Create with an Open-Source Agent

Installation, context mastery using GEMINI.md, and building workflows with the Model Context Protocol (MCP). 2-hour intermediate course via DeepLearning.AI.

Hands-on with Gemini CLI

Step-by-step tutorial on configuring the Gemini CLI, installing extensions, and automating shell tasks. Hands-on Google Codelabs format.

Build Generative AI Agents with Vertex AI and Flutter

For mobile developers wanting to embed Gemini-powered agents into Flutter apps using Vertex AI.

Production-Ready AI with Google Cloud

Building multi-agent systems with ADK, securing agents with Model Armor, and deploying to Cloud Run. Enterprise-grade production deployment.

GEAR Learning Path (Gemini Enterprise Agent Ready)

Google's 2026 initiative for agent builders — from prototype to secure enterprise-grade deployment. Covers ADK, Agent Engine, and agent memory management. Includes 35 monthly Google Cloud credits.

OpenAI Academy

Expert and community-led learning hub from OpenAI. Explore real-world AI applications, connect with peers, and stay current on new products directly from OpenAI experts.

ChatGPT Prompt Engineering for Developers

Foundational prerequisite for agentic work — covers using OpenAI models for summarization, inference, and transformation within an agentic loop. Via DeepLearning.AI.

OpenAI Agents SDK

Build agentic loops in Python and TypeScript. Covers the Agent Loop (multi-turn tool calls), Handoffs (switching models or instructions by state), and AgentKit's visual workflow canvas.

AgentKit Cookbook: End-to-End Tutorial

Walkthrough building a GitHub Issue Assistant in Agent Builder then deploying to a web app via ChatKit. Connects visual design with production deployment.

Building AI Agents with OpenAI Specialization

Three-course Coursera series covering agent Design (AgentKit), Development (API integration), and Deployment. Covers reasoning-driven workflows, memory management, and agent-to-agent communication.

AI Agent Developer Specialization

Build agent frameworks in Python, implement tool discovery systems, and coordinate multi-agent workflows. Advanced Coursera specialization for agent builders.

AI Automation: Build LLM Apps & AI-Agents with n8n

RAG-based AI agents with Vector Stores connected to custom APIs. Covers OpenAI, Claude, Ollama, and MCP. 49,000+ enrolled students. Via Udemy.

Copilot Studio for Beginners 2026

Visual end-to-end walkthrough of designing, testing, and publishing agents to Teams and Microsoft 365. Great starting point for citizen developers.

Advanced M365 Copilot AI: Build & Use Agents

Configure Autonomous Copilot Agents, add knowledge sources like SharePoint, and manage agents at scale within a Microsoft 365 organization. Via Coursera.

Agent Success Kit

Comprehensive playbook for planning Copilot Studio agent builds. Includes ready-made templates for HR, Finance, and Customer Support use cases.

Applied Skills: Develop AI Agents with Azure OpenAI

Interactive lab and assessment validating your ability to use Handlebars planners, create native plugins, and implement automatic function calling with Semantic Kernel.

AI Agent Fundamentals with Azure AI Foundry

Build portfolio-ready agents integrating Vision, Speech, and Language. Includes testing and deployment strategies. 17-hour Professional Certificate via Coursera.

AI-3026: Develop AI Agents on Azure

Use the Azure AI Agent Service to create connected agents. Covers the A2A (Agent-to-Agent) protocol for modular, collaborative multi-agent problem-solving. 1-day intermediate course.

Free Cursor AI Course with Certificate

Quick 1.5-hour starter course — get Cursor set up and build your first real-time chat application. Ideal for beginners entering AI-assisted coding. Via Great Learning.

Cursor Learn: Working with Agents

Master the Agent Harness (Instructions, Tools, and Messages). Learn to use Composer in Agent Mode to let Cursor plan and execute multi-file changes autonomously.

Cursor AI Beginner to Pro: Build Production Web Apps

6.5-hour deep dive into vibe coding with Cursor. Covers MCP, custom project rules, and integrating auth and payments using AI-driven commands. Via Udemy.

Cursor Lightning Lab: Build AI Agents in 30 Min

High-speed sprint showing how to scaffold React/Workflow agents, plug in vector stores, and deploy to the cloud directly from the Cursor IDE. Via Maven.

Cursor 2.0: Advanced Agent Features

Covers running multiple agents in parallel, creating custom commands in the settings tab, and using Instant DB for full-stack state management.

Cursor Rules (.cursor/rules)

Official docs on writing .md/.mdc rule files to program your agent's personality, tech stack choices, and coding standards. The most critical skill for Cursor power users in 2026.

LLM Course

Open source language models end to end. Transformers, tokenization, inference, and fine-tuning.

Running Models Locally

Deploy open source models on your own hardware. Quantization, Ollama, and local API setup.

Introduction to LangChain — Python

Build your first agents from scratch. Covers MCP, multi-modal messages, and advanced state management. Projects include a Personal Chef and Wedding Planner agent.

Introduction to LangGraph

Move beyond linear chains to cyclical agentic workflows. Covers persistence (saving state), human-in-the-loop breakpoints, and Time Travel (rewinding agent actions to fix errors).

LangSmith Essentials

Learn to trace an agent's thought process to see exactly where it fails and use the Prompt Hub for prompt versioning. 30-minute quickstart.

Introduction to Agent Observability & Evaluations

Use LLM-as-a-Judge to automatically grade your agent's performance and set up A/B testing for different agent architectures.

AI Agents in LangGraph

Technical deep dive taught by LangChain founder Harrison Chase. Build controllable agents using LangGraph with real-time web knowledge via agentic search (Tavily). Via DeepLearning.AI.

Project: Deep Agents with LangGraph

Implement specialized Deep Agents designed for complex, long-running tasks requiring high-level reasoning and research.

Agentic AI with LangChain and LangGraph

Enterprise-grade AI orchestration and responsible AI practices for agentic systems. IBM-authored course via Coursera.

Build Next-Gen LLM Apps with LangChain & LangGraph

Comprehensive 3–6 month Coursera specialization covering MLOps, Kubernetes deployment for agents, and Docker integration.

Master LangChain and Ollama: Chatbot, RAG and AI Agents

Build Agentic RAG systems that run entirely offline. Includes a MySQL Agent querying a local database and a Document Agent using Docling for advanced OCR. Updated for LangChain v1.

MCP Mastery: Build AI Apps with Claude, LangChain and Ollama

Build MCP servers and connect them to Ollama, giving your local agent access to your file system and local APIs. A standout course for privacy-first agent builders in 2026.

AI Development with DeepSeek for Developers

Technical path using LangChain, DSPy, and Streamlit. Covers reasoning-focused development with DeepSeek-R1 and building autonomous Q&A apps. Via Coursera.

Building a Fully Local "Deep Researcher"

Build a web-research assistant using DeepSeek-R1 for iterative reflection and summarization. Advanced agentic design via LangChain AI.

Monitoring DeepSeek with Langfuse

Add observability to your DeepSeek agents — see where reasoning loops get stuck and trace performance across runs.

Master LangChain and Ollama: Chatbot, RAG and AI Agents

Build Agentic RAG systems that run entirely offline. Includes a MySQL Agent querying a local database and a Document Agent using Docling for advanced OCR. Updated for LangChain v1.

MCP Mastery: Build AI Apps with Claude, LangChain and Ollama

Build MCP servers and connect them to Ollama, giving your local agent access to your file system and local APIs. A standout course for privacy-first agent builders in 2026.

Local LLMs via Ollama & LM Studio: The Practical Guide

Hardware optimization for consumer hardware (Mac M3/M4, NVIDIA RTX). Covers VRAM management and quantization so local agents are fast enough for real-time use.

Ollama Documentation

Official docs for getting up and running with large language models locally — including GPT-OSS, Gemma 3, DeepSeek-R1, Qwen3, and more.

DeepSeek-R1 Crash Course

1.5-hour deep dive into the GRPO training method and how to deploy DeepSeek-R1 locally via Ollama or LM Studio. Via freeCodeCamp / YouTube.

Building a Fully Local "Deep Researcher"

Build a web-research assistant using DeepSeek-R1 for iterative reflection and summarization. Advanced agentic design via LangChain AI.

Cline Course: Mastering AI-Powered Development

Comprehensive path from setup to advanced MCP integration. Covers Plan vs. Act modes, configuring Memory Banks, and connecting to local LLMs via Ollama/LM Studio. Via KodeKloud.

AI Automation: Build LLM Apps & AI-Agents with n8n

RAG-based AI agents with Vector Stores connected to custom APIs. Covers OpenAI, Claude, Ollama, and MCP. 49,000+ enrolled students. Via Udemy.

DeepSeek API Documentation

Official API reference for deepseek-chat (V3.2) and deepseek-reasoner (R1). Covers Thinking in Tool-Use, JSON output mode, and FIM for coding agents.

AI Development with DeepSeek for Developers

Technical path using LangChain, DSPy, and Streamlit. Covers reasoning-focused development with DeepSeek-R1 and building autonomous Q&A apps. Via Coursera.

DeepSeek-R1 Crash Course

1.5-hour deep dive into the GRPO training method and how to deploy DeepSeek-R1 locally via Ollama or LM Studio. Via freeCodeCamp / YouTube.

Building a Fully Local "Deep Researcher"

Build a web-research assistant using DeepSeek-R1 for iterative reflection and summarization. Advanced agentic design via LangChain AI.

Fine-Tuning DeepSeek-R1

Use the Unsloth framework to fine-tune 8B/14B distilled versions of R1 for specific domain tasks like medical or legal reasoning. Via DataCamp.

Get Started with DeepSeek R1 — Vercel AI SDK

Guide for Next.js developers on streaming DeepSeek reasoning text (the <think> tags) directly to a UI using the Vercel AI SDK.

DeepSeek + AG2 (formerly AutoGen)

Use DeepSeek as the reasoning brain for multi-agent conversations and complex task orchestration with the AG2 framework.

Monitoring DeepSeek with Langfuse

Add observability to your DeepSeek agents — see where reasoning loops get stuck and trace performance across runs.

Build Intelligent Agents Using DeepSeek & n8n

Connect DeepSeek's reasoning to n8n automation nodes. Build agents handling email automation, data processing, and Gmail/Google Sheets integration. Via Board Infinity/Coursera.

Grok AI Proficiency

Free 2-hour starter path. Covers effective prompting, Think Mode for reasoning, and leveraging Grok's real-time search for research agents. Via Great Learning.

xAI Developer Documentation

Central hub for the Grok 4.1 and Grok-Code-Fast-1 APIs. Includes the Data Sharing Program offering up to $175/month in free credits.

Grok Voice Agent API: Build Real-Time Voice Assistants

Connect the Grok API with LiveKit to build a voice agent that plans a road trip using real-time traffic and X recommendations. Via DataCamp.

Grok 3/4 API: Step-by-Step Guide

Deep technical implementation of the Grok API. Covers extracting reasoning traces to expose the agent's internal thought process. Via DataCamp.

Grok Voice Agent API

Real-time audio stack with sub-1s latency. Supports multilingual fluency and auditory cues (whispering, laughing) for human-like voice agents.

Grok Imagine API

Generate and edit video and audio natively within agent workflows. Designed for creative and marketing automation use cases.

Cline AI: A Guide with Nine Practical Examples

Project-based learning: build a full-stack application while exploring checkpoint management (rewinding agent mistakes) and browser automation. Via DataCamp.

Agent Skills with Anthropic

Uses Cline and Claude Code as the primary lab environments. Teaches the universal SKILL.md format to give agents reusable domain knowledge (e.g., /frontend-design, /security-audit). Via DeepLearning.AI.

Cline Course: Mastering AI-Powered Development

Comprehensive path from setup to advanced MCP integration. Covers Plan vs. Act modes, configuring Memory Banks, and connecting to local LLMs via Ollama/LM Studio. Via KodeKloud.

Cline CLI 2.0: Headless Automation

Use Cline in CI/CD pipelines and cron jobs. The --acp flag (Agent Client Protocol) lets Cline act as a backend for Neovim, Emacs, or Zed.

Cline Bench & Evaluation

Understand how coding agents are benchmarked. Essential for developers contributing to the open-source ecosystem or fine-tuning models for Cline.

10 Must-Have Skills for Coding Agents

Curated list of Cline plugins including PlanetScale (DB management), Shannon (AI pen-testing), and Excalidraw (architecture diagrams). Via Medium.

n8n Beginner Course

Official 9-part YouTube series for absolute beginners. Start here before any other n8n resource.

Free n8n Workflow Automation Course

3-hour Zero to One course. Ends with you building an email-labeling agent and a complex multi-agent workflow. Via Simplilearn.

n8n Official Video Courses

Official course list from n8n docs covering both beginner and advanced tracks.

Build Intelligent Agents Using DeepSeek & n8n

Connect DeepSeek's reasoning to n8n automation nodes. Build agents handling email automation, data processing, and Gmail/Google Sheets integration. Via Board Infinity/Coursera.

AI Automation: Build LLM Apps & AI-Agents with n8n

RAG-based AI agents with Vector Stores connected to custom APIs. Covers OpenAI, Claude, Ollama, and MCP. 49,000+ enrolled students. Via Udemy.

Master n8n AI Agents: Build & Sell

Business and monetization focus. Includes building Voice AI agents, using MCP, and creating lead-generation bots. Via Udemy.

Complete N8N and AI Automation Masterclass

Learn workflow automation with n8n, AI agents, LLMs, and real-world projects end to end. Via Udemy.