Curriculum · 13 weeks + Week 14 onward

Learn it step by step.Build it week by week.

Start with LLMs and Python. Progress through RAG, agents and workflows. Bring it together in a capstone with a live demo, then apply your skills to target-company projects.

Explore the weekly curriculum

Each week builds on the last

13 WEEKS. A WHOLE NEW SKILL SET.

See what you’ll build.
Then make it yours.

Explore your journey, one week at a time. Every concept leads to an experiment. Every experiment moves your project forward.

WEEK14+

WEEK 01Foundations

Foundations of LLMs and AI Thinking

Understand how AI thinks. Learn to code, collaborate and write prompts with intent.

ChatGPTtokenizer tools

YOUR WEEK 1 DELIVERABLE

Create an LLM behavior analysis report with examples

THE IDEAS BEHIND THE BUILD

What you’ll learn

01AI vs ML vs LLM
02Tokens and tokenization
03Parameters and scaling
04Next-token prediction
05Prompt basics
06Hallucinations and limitations
07Real-world applications

LAB

Get hands-on

Prompt variations, output comparison

DEMO

See it in action

Same prompt, different outputs; token breakdown visualization

ACTIVITY

Make it click

Identify hallucinations; prompt refinement exercises

01 / 13 weeks

WEEK 14+ / FROM LEARNING TO YOUR TARGET COMPANIES

Your skills are ready.
Now give them a destination.

Continue into Job Intelligence: identify 15 target companies, receive 15 tailored MVP project blueprints, and get hiring-manager contacts to share your work.

Explore Week 14+

15 target companies15 project blueprintsHiring-manager contacts

WEEK 13 / THE CAPSTONE

Your ideas.
Your application.
Your next chapter.

Combine everything you’ve learned into one complete AI application. Design it, build it, deploy it — and present the work you can proudly call your own.

Explore available cohorts

WEEK 13
Your capstone launch

An integrated AI application

Connect the components you’ve learned into one complete system.

A GitHub repository

Document your architecture, setup and approach.

A live demo & presentation

Deploy your project and walk others through your work.

Opening your next page…

Learn it step by step.Build it week by week.

See what you’ll build.Then make it yours.

Foundations of LLMs and AI Thinking

Create an LLM behavior analysis report with examples

What you’ll learn

Get hands-on

See it in action

Make it click

Your skills are ready.Now give them a destination.

Your ideas.Your application.Your next chapter.

An integrated AI application

A GitHub repository

A live demo & presentation

Learn it step by step.Build it week by week.

See what you’ll build.Then make it yours.

Foundations of LLMs and AI Thinking

Create an LLM behavior analysis report with examples

What you’ll learn

Get hands-on

See it in action

Make it click

Your skills are ready.Now give them a destination.

Your ideas.Your application.Your next chapter.

An integrated AI application

A GitHub repository

A live demo & presentation

See what you’ll build.
Then make it yours.

Your skills are ready.
Now give them a destination.

Your ideas.
Your application.
Your next chapter.

See what you’ll build.
Then make it yours.

Your skills are ready.
Now give them a destination.

Your ideas.
Your application.
Your next chapter.