Learn AI from zero — a roadmap

Step 1: Learn Python

• Freecode camp for python
• Python Book

Step 2: Introduction to AI

• Learn about large language models(LLMs)
• Prompt Engineering

Step 3: Math for Machine Learning

• A free YT channel without ads that teach you math foundations step by step
• Mathematics for Machine Learning and Generative AI

Step 4: Statistics

• Stanford Statistics

Step 5: Neural Networks

• Brilliant Neural Network course

Step 6: Deep Learning

• Practical Deep Learning

Step 7: Natural Language Processing

• Natural Language Processing Specialization

Step 6: Computer Vision and Image Processing

• Introduction to Computer Vision and Image Processing