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ZEROSHOT AI

Learn AI by Building It

A cyberpunk-themed coding game that teaches Python, machine learning, neural networks, PyTorch, LLMs, and more — through hands-on missions where you write real code.

9
Tracks
73+
Missions
3
Difficulty Modes
zeroshot // mission_active
# THE TENSOR FORGE // LEVEL 52 // Matrix Multiplication
> def matmul(a, b):
    # Your code runs in-browser via Skulpt
    rows = [[sum(a[i][k] * b[k][j] for k in range(len(b)))
            for j in range(len(b[0]))] for i in range(len(a))]
    return rows
[MISSION CLEARED] Matrix Forge Activated — +150 XP

WHY ZEROSHOT?

Most coding education is passive — watch a video, copy an example, move on. Nothing sticks. ZeroShot AI flips that by turning learning into a cyberpunk narrative where you write real code to complete missions. Every concept is taught by explaining why it exists and where it's used in the real world before you code it.

Starting with Python fundamentals, the journey progresses through ML foundations, neural networks, PyTorch, large language models, Kaggle competitions, FastAPI, LangChain agents, and LLMOps. Each track has its own story, characters, and setting. You earn stars, clear missions, and build real intuition — not just syntax familiarity.

After every coding task, you realize you've built a miniature version of something real — the same matrix multiplication inside GPT, the same training loop that powers Stable Diffusion, the same cross-validation that Kaggle Grandmasters use. Starting from zero, building everything.

SCREENSHOTS

THE JOURNEY

9 tracks, each with its own story and characters. Prerequisite-based unlocking guides you through the optimal learning path.

TRACK 01
Python Basics
Variables, functions, loops, data structures. The foundation for everything.
8 missions
TRACK 02
ML Foundations
Linear regression, gradient descent, cost functions. The math behind learning.
5 missions
TRACK 03
Neural Networks
Perceptrons, backprop, ReLU, attention, transformers. Build a mind from scratch.
10 missions
TRACK 04
PyTorch
Tensors, autograd, nn.Module, training loops. The framework that powers it all.
10 missions
TRACK 05
LLMs
Tokenization, embeddings, attention, KV cache, RLHF. Understand GPT inside out.
7 missions
TRACK 06
Kaggle Arena
EDA, feature engineering, cross-validation, ensembling. Real competition skills.
10 missions
TRACK 07
FastAPI
Routes, path params, middleware, auth. Build production APIs from scratch.
8 missions
TRACK 08
LangChain Agents
Chains, tools, memory, RAG, autonomous agents. Build AI that takes action.
10 missions
TRACK 09
LLMOps
Prompt versioning, eval pipelines, guardrails, deployment. Ship AI to production.
5 missions

HOW IT WORKS

Not a course. Not a tutorial. A mission-based coding game where every concept connects to real-world AI systems.

// 01
Write Real Code
Python executes in-browser via Skulpt. No setup, no installs. Write, run, and validate — all in the app.
// 02
Multi-Stage Missions
Quizzes, predict-the-output, and coding stages within each mission. Concepts are broken into small, progressive steps.
// 03
3 Difficulty Modes
Easy (guided with hints), Medium (standard), Hard (no hints, timer, stripped comments). Earn 1–3 stars per mission.
// 04
Real-World Context
Every mission connects to production systems. "You just built the same matmul inside GPT-4" — not "Good job."
// 05
Sandbox Mode
Free-play Python environment for experimentation. No objectives, no validation — just code.
// 06
Offline-First
All progress saved locally. No account required. Code execution happens entirely on your device.

BUILT WITH

React 19 TypeScript Vite Tailwind CSS v4 Zustand CodeMirror 6 Skulpt Motion Expo SDK 54 React Native WebView EAS Build Netlify