🌳 Atlas Skill Tree
Visualize Your Journey. Master Your Future. An interactive roadmap of what to learn, in what order, and why — with prerequisites, projects, papers, repos and certifications wired into every node.
🤖 AI Engineer🧠 Machine Learning Engineer📊 Data Scientist💻 Software Engineer🌐 Full Stack AI Developer☁ Cloud AI Engineer📱 AI App Developer🎨 AI Creator🧬 AI Researcher🏥 Healthcare AI Engineer🦾 Robotics Engineer👁 Computer Vision Engineer💬 NLP Engineer🛡 AI Security Engineer⚡ MLOps Engineer📈 AI Product Manager🚀 AI Startup Founder🎯 Prompt Engineer🧩 AI Agent Developer📚 AI Educator
Beginner Intermediate Advanced Expert Fast Track Interview Prep Job Ready Research Track Startup Builder
Tree Projects Certifications Analytics
🤖 Artificial Intellige… Beginner · 12h 0% 🐍 Python Beginner · 50h 0% 🔒 ➗ Mathematics for AI Beginner · 40h 0% 🔒 📊 Statistics & Probabi… Intermediate · 40h 0% 🔒 📐 Linear Algebra Intermediate · 35h 0% 🔒 🔢 NumPy Intermediate · 15h 0% 🔒 🐼 Pandas & Data Wrangl… Intermediate · 20h 0% 🔒 🧠 Machine Learning Intermediate · 80h 0% 🔒 🕸 Deep Learning Advanced · 90h 0% 🔒 🔥 PyTorch / TensorFlow Advanced · 45h 0% 🔒 💬 Natural Language Pro… Advanced · 60h 0% 🔒 ✨ Generative AI Advanced · 45h 0% 🔒 🗣 Large Language Models Advanced · 50h 0% 🔒 🎯 Prompt Engineering Intermediate · 20h 0% 🔒 🧭 Embeddings & Vector … Intermediate · 18h 0% 🔒 📚 Retrieval-Augmented … Advanced · 30h 0% 🔒 🔌 Model Context Protoc… Advanced · 15h 0% 🔒 🧩 AI Agents Advanced · 40h 0% 🔒 🎚 Fine-Tuning & Alignm… Expert · 40h 0% 🔒 🚢 Model Deployment Advanced · 35h 0% 🔒 🏗 Production AI Systems Expert · 45h 0% 🔒 Scroll to zoom · drag to pan · click a node for details 21 nodes · 23 layers ✨ Ask Atlas AI about your roadmap