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

Learning Phases

Modules & Labs

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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                Free Core, Pro Extras
                Core courses free forever — upgrade for advanced content & mentorship
              

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                Self-Paced
                Learn at your own speed, track your progress
              

Learning Modules

Pick your track. Start building.

AI Courses

Learn AI your way — structured courses for developers, engineers, and product managers. Includes AI/ML Roadmap (8 phases), AI Engineering (10 chapters), AI Agents (11 chapters), AI Evals (12 chapters), and AI for PMs.

5 Tracks
72+ Modules
All Levels

Explore Courses →

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 →

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 →

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 →

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 →

AlgoMaster

Master algorithms by watching code execute step-by-step with real-time visualization. Interactive execution traces, variable tracking, and data structure visualization.

Interactive
Visualizer
Learning

Solve Problems →

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.

Pricing

Start free. Go Pro when you're ready.

Begin with the AI/ML Roadmap and free resources. Upgrade to Pro for AI Engineering, AI Agents, AI Evals, and AI for PM.

Monthly Annual Save up to 22%

Free

$0 / forever

Everything you need to start your AI/ML journey — no credit card, no limits.

AI/ML Roadmap — 8 phases, 40+ modules
Interactive LMS with progress tracking
All blog posts & research papers
Interview prep — 5 tracks, 50+ topics
AI/ML project gallery
AI Agents — 11 chapters (Pro)
AI Evals — 12 chapters (Pro)
Downloadable PDFs & slide decks
Certificate of completion
1-on-1 mentorship

Start Learning — Free

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

Master AI & Machine Learning from zero to production.