Free & Open Learning Platform

Master AI & Machine Learning
from zero to production.

A structured, self-paced academy covering Python, Mathematics, Data Engineering, Machine Learning, MLOps, Deep Learning, and Generative AI — with interactive notebooks, presentations, and hands-on code.

Explore Modules Your AI Roadmap
8 plus learning phases Learning Phases
40 plus modules and labs Modules & Labs
10 chapter tutorials Chapter Tutorials
About the Academy

Built for self-learners who want a real roadmap, not random tutorials.

PathtoAI Academy is a free, open-source learning platform designed by practitioners. We believe in structured progression — starting with programming fundamentals, building mathematical intuition, and scaling up through real ML systems to production-grade Generative AI.

Every module includes interactive content, curated notebooks, slide decks, and code exercises. No fluff, no filler — just a clear path from beginner to advanced.

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Structured Phases 8 phases from Python basics to GenAI systems
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Hands-On Projects Code, notebooks, and real-world exercises
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100% Free & Open No paywalls, no subscriptions required
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Self-Paced Learn at your own speed, track your progress
Learning Modules

Pick your track. Start building.

01

AI Courses

Learn AI your way — structured courses for developers, engineers, and product managers. Includes AI/ML Roadmap (8 phases), AI Engineering (10 chapters), and AI for PMs.

  • 3 Tracks
  • 50+ Modules
  • All Levels
Explore Courses →
02

Blogs & Insights

Curated articles, research breakdowns, and practical explainers covering the latest in AI/ML — written for engineers, by engineers.

  • Articles
  • Research
  • Updates
Read Blogs →
03

Landmark Research Papers

Interactive visual breakdowns of landmark papers in AI — from Transformers to foundation models. Understand the architectures and breakthroughs that shaped modern AI.

  • Visual Guides
  • Deep Dives
  • Fundamentals
Explore Papers →
04

Interview Prep

Structured preparation for AI/ML interviews — 5 career tracks, topic guides, difficulty ratings, and self-assessment checklists to get you offer-ready.

  • 5 Tracks
  • 50+ Topics
  • Self-Assess
Start Prepping →
05

AI/ML Projects

Hands-on projects across 6 domains — NLP, Computer Vision, GenAI, MLOps, and more. Build real applications for your portfolio.

  • 15+ Projects
  • 6 Domains
  • Portfolio
Browse Projects →
Why PathtoAI

Everything you need.
Nothing you don't.

Roadmap-First Design

No scattered tutorials. A clear phase-by-phase curriculum from foundations to advanced systems.

Interactive LMS

Track progress, mark modules complete, and pick up exactly where you left off.

Real Artifacts

Notebooks, presentations, code exercises, and projects — not just passive reading.

Production Focus

MLOps, system design, deployment — learn what it takes to ship AI in the real world.

GenAI & Agents

Cutting-edge modules on LLMs, RAG, prompt engineering, and agentic AI patterns.

Community Driven

Open-source, free forever. Built by practitioners who learn by teaching.

Get in Touch

Let's connect.

Have questions, feedback, or want to collaborate? We'd love to hear from you.

Email hello@pathtoai.com
GitHub github.com/pathtoai
Location Remote-first • Global