๐Ÿง  The Science of Learning

Stop Watching.
Start Doing.

Your brain retains 90% of what you DO, but only 10% of what you read. Learn AI through interactive games, not passive tutorials.

Naivedya Jain

Naivedya Jain

Product Leader โ€ข AI Platform Builder

I build AI that doesn't hallucinate. At Walmart, I created CASA (99.99% accuracy, $180M impact) and STEEL (2M+ daily queries). Now I'm on a mission to help others understand AI โ€” through doing.

$320M+
Business Impact
1000+
PMs Mentored
11+
Years Building
Built Products At
Walmart Paytm IndMoney
Partners & Collaborators
๐Ÿ“Š Why This Works

The Science of Retention

Learning by doing isn't just a clichรฉ โ€” it's backed by neuroscience.

Learning Retention by Method

๐Ÿ“š
Reading (Books, Articles) 10%
๐ŸŽฌ
Watching (Videos, Courses) 20%
๐ŸŽฎ
Doing (Interactive Games) 90%

Why it works: Active participation triggers dopamine, creates neural pathways through practice, and encodes learning in procedural memory โ€” the same way you learned to ride a bike.

๐ŸŽฏ Structured Learning

AI Learning Path

Go from zero to shipping AI products. Follow the path.

Each level builds on the previous one. Complete them in order for the best learning experience, or jump to any module that interests you.

1

Foundation

Start your AI journey here

๐Ÿš€ Start Here

Get the complete overview of AI Product Management. Understand ML basics, key terminology, and what it takes to build AI products.

2

How AI Works

Core concepts behind every LLM

๐Ÿง  Core

Understand the fundamental mechanisms that power ChatGPT, Claude, and every modern AI. These concepts will inform every AI decision you make.

3

Building AI Systems

Architecture patterns that work

๐Ÿ”ง Build

Learn the architectural patterns used in production AI systems. From context engineering to agents that can take action in the real world.

4

Production AI

Ship AI that actually works

๐Ÿšข Ship

The difference between a demo and production. Learn to evaluate AI systems, remove hallucinations, and design products that leverage AI's strengths.

5

Daily Productivity

Tools you'll use every day

โšก Tools

Practical tools to 10x your daily workflow. Pick the right model, generate PRDs, and collaborate better with engineering.

5
Levels
10
Modules
~2.5
Hours Total
Free
Forever
๐ŸŽฎ AI Playground

Learn AI by Playing

Each game teaches a core AI concept. No prior knowledge needed.

๐Ÿค–

MCP Servers

How MCP Servers work? How it enables AI to execute?

How MCP Servers work? Get Certified

โฑ๏ธ 10 min ๐ŸŸก Intermediate<
Unlock for FREE now! โ†’
๐Ÿค–

Context vs Prompt Engineering

Learn difference between Context vs Prompt Engineering

Why prompt engineering isn't enough โ€” learn what is. Play the Game and Get Certified!

โฑ๏ธ 10 min ๐ŸŸข Beginner
Unlock for FREE now! โ†’
๐Ÿค–

Transformer Engine

How AI actually "thinks"

Master tokenization, embeddings, and attention โ€” the building blocks of ChatGPT, Claude, and every modern LLM.

โฑ๏ธ 15 min ๐ŸŸข Beginner
Unlock for FREE now! โ†’
๐Ÿง 

VectorMind

Why AI understands meaning

Desert survival thought experiment that teaches vector embeddings, semantic similarity, and how AI "gets" concepts.

โฑ๏ธ 10 min ๐ŸŸข Beginner
Unlock for FREE now! โ†’
๐Ÿ”—

RAG & AI Agents

How AI gets real-time knowledge

Build retrieval systems, understand tool calling, and learn the Observe โ†’ Plan โ†’ Act loop that powers AI agents.

โฑ๏ธ 20 min ๐ŸŸก Intermediate
Unlock for FREE now! โ†’
๐ŸŽฏ

LLM Picker

Pick the right model in 20 seconds

GPT-5, Claude, Gemini, Llama, DeepSeek โ€” which one is right for YOUR use case? This tool tells you instantly.

โฑ๏ธ 5 min ๐ŸŸข Beginner
Unlock for FREE now! โ†’
๐Ÿ› ๏ธ

PM ร— Engineer Toolkit

22 prompts to 10x your workflow

Copy-paste AI prompts for PRDs, user stories, sprint planning, RCAs, and more. The AI interviews you, then writes.

โฑ๏ธ 10 min ๐ŸŸก Intermediate
Unlock for FREE now! โ†’
๐Ÿ› ๏ธ

Complete AI Product Basics

AIPM Skills, ML basics โ€” with interactive quiz.

Complete AI Product Management curriculum in one artifact.

โฑ๏ธ 30 min ๐ŸŸข Beginner
Unlock for FREE now! โ†’
๐Ÿ› ๏ธ

Evalute AI Systems

Learn EVALS - Take AI to production

Learn how to run EVALS on AI, remove hallucinations!

โฑ๏ธ 30 min ๐ŸŸก Intermediate
Unlock for FREE now! โ†’
๐Ÿ› ๏ธ

Design Thinking x AI

Tweak design concepts to design AI products

Live Examples on how to redefine your design thinking skills when working on AI

โฑ๏ธ 30 min ๐ŸŸก Intermediate
Unlock for FREE now! โ†’
๐Ÿ“Š

AI Metrics Cheatsheet

20 metrics every PM must track

Build โ†’ Test โ†’ Deploy โ†’ Impact โ†’ Trust. 20 AI metrics explained in plain English with PM actions. No data science jargon.

โฑ๏ธ 10 min ๐ŸŸข Beginner
Unlock for FREE now! โ†’
๐Ÿ“ˆ Go Deeper

Ready to Master AI?

Games got you started. Now take it to the next level.

๐Ÿ’ฌ

1:1 with NJ

Stuck on a specific problem? Get personalized guidance from someone who's built AI at scale.

Book a Call โ†’