🗺️ Learning Roadmap
Your path from zero to production AI. Follow the arrows, skip what you know.
Beginner
Intermediate
Advanced
Completed
🚀 Start Here: Getting Started with AI
🐍
Python Fundamentals
Beginner
📊
Maths & Statistics
Beginner
🧠
Jupyter Notebooks
Beginner
🔄
NumPy & Pandas
Beginner
📊
Data Visualization
Beginner
🤖
AI & ML Fundamentals
Beginner
🔬
Scikit-Learn ML
Beginner
🎯
Supervised Learning
Beginner
🔍
Unsupervised Learning
Beginner
⬇️ Choose Your Advanced Track ⬇️
🎯 Classical ML Track
Scikit-Learn ML
Beginner
↓
Supervised Learning
Beginner
↓
Unsupervised Learning
Beginner
↓
Ensemble Learning
Intermediate
↓
Time Series Forecasting
Intermediate
🧠 Deep Learning Track
Deep Learning with PyTorch
Intermediate
↓
TensorFlow & Keras
Intermediate
↓
Computer Vision
Intermediate
↓
NLP & Transformers
Intermediate
↓
LLM Fine-Tuning
Advanced
🤖 Generative AI Track
Prompt Engineering
Intermediate
↓
RAG Systems
Intermediate
↓
AWS Bedrock
Intermediate
↓
AI Agents & Tool Use
Intermediate
↓
Agentic AI Patterns
Advanced
🚀 Production & DevOps Track
AWS Fundamentals
Beginner
↓
DevOps & Platform Engineering
Intermediate
↓
MLOps & Deployment
Advanced
↓
AWS SageMaker
Intermediate
↓
Production Inference
Advanced
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