AI/ML Learning Roadmap
Your complete path from Python to production ML Engineering
Completed
In Progress
Not Started
🐍
Python & Math
100%
NumPy, Pandas, Linear Algebra, Statistics, Probability
🤖
Machine Learning
Supervised, Unsupervised, Feature Engineering, Model Evaluation
🧠
Deep Learning
Neural Networks, CNNs, RNNs, LSTMs, GANs, Diffusion
🚀
MLOps
Model Serving, Docker, CI/CD, Monitoring, Feature Stores
🎤
Interview Prep
ML System Design, FAANG Q&A, Mock Interviews, Case Studies