AI Engineer Roadmap

Step by step guide to becoming an AI engineer.

AI Engineering
Learn Programming
Python
Learn Math & Statistics
Linear Algebra
Calculus
Probability and Statistics
Learn Machine Learning
Supervised Learning
Unsupervised Learning
Model Evaluation
Learn Deep Learning
TensorFlow or PyTorch
Neural Networks
CNNs, RNNs, Transformers
Learn Data Handling
Data Collection & Cleaning
Feature Engineering
Learn Deployment
Cloud Platforms (AWS, GCP, Azure)
Docker