📘 Learning Resources

Curated learning paths, courses, and educational materials

Learning Paths

A curated collection of external courses and documentation organized by skill level and topic.

Fast payoff introduction to Generative AI and Machine Learning

Google Skills — Introduction to Generative AI (Path) Structured beginner path on genAI fundamentals and responsible AI. Google Skills — Intro to Generative AI (Micro-course) Short intro course on what genAI is and how it’s used. Google Machine Learning Crash Course Interactive ML fundamentals with exercises and explanations. Kaggle Learn — Intro to Machine Learning Bite-sized lessons + exercises to build your first ML models. Stanford Online (YouTube) Free university-level AI/ML lectures and playlists.

Write better prompts and build reliable applications

Google Prompting Essentials (Grow with Google) Practical prompting workflow you can reuse at work. Google Skills — Prompting Essentials (Course) Skills.google version of Prompting Essentials. Google Skills — Prompt Design in Vertex AI (Lab) Hands-on prompt design practice in Vertex AI. DeepLearning.AI — ChatGPT Prompt Engineering Prompt patterns for building reliable apps. Anthropic — Prompt Engineering Interactive Tutorial Guided, hands-on prompt exercises on GitHub. Claude Docs — Prompt Engineering Overview Prompting strategies and best practices.

Start building with APIs (OpenAI, Gemini, Vertex AI)

OpenAI API — Developer Quickstart Fastest path to your first OpenAI API call. OpenAI API — Tutorials Step-by-step tutorials for common build patterns. OpenAI Cookbook Practical examples by use case (site + GitHub). Google Gemini API — Quickstart Make your first Gemini API request. Gemini in Vertex AI — Quickstart Use Gemini models inside Google Cloud Vertex AI. Google Skills — Advanced: GenAI for Developers A more technical path for developers/ML engineers.

From "chat" to "get work done" — frameworks and tools

Hugging Face — AI Agents Course Structured, free course on agent concepts and tool use. LangChain Docs — Learn Core concepts and patterns for building agentic apps. LlamaIndex — Starter Tutorial (RAG) A fast, practical path to your first RAG app. Dify — 30-Minute Quick Start Build and publish your first Dify app quickly. Dify — Knowledge (RAG) How to ground answers with documents using Dify. n8n — AI Workflow Tutorial Step-by-step guide to build AI-powered automation.
▶ Explore more (advanced docs + automation)
LangChain Docs — Quickstart The fastest path to a working tool-using agent. Dify Docs (Home) Hub to navigate concepts, workflows, knowledge, deployment. Dify — Key Concepts Apps, workflows vs chatflows, publishing. Dify — Deploy with Docker Compose Practical self-hosting quick start. Zapier — AI Quick Start Guide Use AI features inside Zapier to accelerate building.

Tutorials for AI video/image workflows and design

Runway Academy Tutorials for AI video/image workflows. Midjourney — Getting Started Guide Official guide to generating your first images. Adobe — Learn Firefly Tutorials and walkthroughs for Adobe Firefly tools. Canva — Magic Studio Learn Canva’s AI features for content and design.

Enterprise learning paths and official certifications

Microsoft Learn — Agent in a Day Workshop to build/customize agents in Copilot. Microsoft Learn — Azure AI Fundamentals (AI-900) Official AI fundamentals certification learning hub. AWS Training — Learn About AI AWS learning hub for AI topics. AWS Skill Builder — Generative AI Central hub for AWS genAI learning content. Google Skills — Catalog Browse/search all Google Skills courses and paths.

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