Artificial Intelligence (AI) & Machine Learning (ML) Roadmap
Step by step guide to becoming an Artificial Intelligence (AI) & Machine Learning (ML) Developer.
Ask AI about Artificial Intelligence (AI) & Machine Learning (ML) Roadmap
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1 Math & Programming Foundations
Mathematics for AI
Python Programming
Data Science Libraries
2 Core Machine Learning
Supervised Learning
Unsupervised Learning
Scikit-Learn
Model Evaluation & Tuning
3 Deep Learning
Neural Network Foundations
Convolutional Neural Networks (CNN)
Recurrent Neural Networks (RNN)
4 Specialized Fields
Natural Language Processing (NLP)
Computer Vision
Reinforcement Learning
5 Generative AI
Large Language Models (LLMs)
Prompt Engineering
Fine-tuning & RAG
Diffusion Models
6 MLOps - Machine Learning Operations
Containerization
Model Serving
CI/CD for ML
Model Monitoring