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