Data and AI

Learn Generative AI

3 plans — 19 lessons

Through practical lessons and AI guidance, you’ll build your skills step by step. By the end, you’ll be able to write real code, solve everyday problems, and build practical projects.

Beginner Path10-day sprint
10-day sprint

Go from complete beginner to confident in Generative AI in 10 days

Through practical lessons and AI guidance, you’ll build your skills step by step. By the end, you’ll be able to write real code, solve everyday problems, and build practical projects.

  • Generative AI fundamentals
  • Prompt design and evaluation
  • Model limits and safety
  • +3 more topics
Start plan
Intermediate Path14-day sprint
14-day sprint

Go from the basics to real-world Generative AI skills in 14 days

Through practical lessons and AI guidance, you’ll build your skills step by step. By the end, you’ll be able to solve real-world tasks, work more efficiently, and build stronger projects.

  • Advanced prompt engineering
  • Retrieval-Augmented Generation (RAG)
  • Embeddings and vector databases
  • +4 more topics
Start plan
Advanced Path30-day sprint
30-day sprint

Go from strong Generative AI skills to expert-level mastery in 30 days

Through practical lessons and AI guidance, you’ll build your skills step by step. By the end, you’ll be able to solve complex problems, optimize your work, and build advanced real-world solutions.

  • Building production AI applications
  • Function calling and structured outputs
  • Agentic systems and multi-agent patterns
  • +3 more topics
Start plan

What You'll Learn

01Foundation

Generative AI fundamentals

Understand core concepts and where gen AI fits.

foundationsmodelsbasics
02Foundation

Prompt design and evaluation

Write prompts and measure response quality.

promptingevaluationquality
03Core

Model limits and safety

Learn model limitations and safe usage patterns.

safetylimitsrisk
04Core

Tools, APIs, and workflows

Use AI tools and APIs in real workflows.

apistoolsworkflows
05Core

Retrieval and context basics

Add context with retrieval and embeddings.

retrievalcontextembeddings
06Challenge

Mini project: AI assistant

Build a simple assistant for a real task.

projectassistantpractice

Use AI — don't just talk about it

10 days of prompting, model capabilities, and real workflow integration — build a practical AI assistant.

Start learning

This plan moved me from experimenting randomly with ChatGPT to actually integrating AI into my work.

— Ryan R., product manager

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