AI/ML Engineer
Python → ML fundamentals → Deep Learning → LLMs → MLOps. The most in-demand path.
Roadmap
Python for ML
ML Fundamentals
Deep Learning
NLP & LLMs
Computer Vision
MLOps
NumPy, Pandas, Matplotlib
Supervised, unsupervised, evaluation
Neural networks with PyTorch
Transformers, fine-tuning, RAG
Detection, segmentation, generation
Deploy, monitor, and scale ML models