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Prerequisite skills

Linear Algebra and Geometry

Statistics and Probability

Develop specialist AI skills

Python

Algorithms and Data Structures

Data Science

Machine Learning

Computer Vision

Deep Learning

NLP (Natural Language Processing)

Gen AI

Useful

AI and Data Scientist Roadmap

GitHub - microsoft/AI-For-Beginners: 12 Weeks, 24 Lessons, AI for All!

GitHub - aimerou/awesome-ai-papers: A curated list of the most impressive AI papers

GitHub - ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code: 500 AI Machine learning Deep learning Computer vision NLP Projects with code

The difference between data science, artificial intelligence, machine learning & deep learning