Data and AI

Learn Generative AI

3 plans — 19 lessons

Prompting, model capabilities, and safe usage patterns.

Beginner Path10-day sprint

10-day sprint

Learn Generative AI in 10 days

Prompting, model capabilities, and safe usage patterns.

Generative AI fundamentals
Prompt design and evaluation
Model limits and safety
+3 more topics

Start plan

Intermediate Path14-day sprint

14-day sprint

Intermediate Generative AI in 14 days

Prompt engineering, RAG, embeddings, vector databases, LangChain, and evaluating LLM outputs.

Advanced prompt engineering
Retrieval-Augmented Generation (RAG)
Embeddings and vector databases
+4 more topics

Start plan

Advanced Path30-day sprint

30-day sprint

Advanced Generative AI in 30 days

Production AI apps, function calling, agents, multimodal models, safety practices, and inference optimization.

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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