AI Researcher Roadmap
Community driven roadmaps, guides and articles for developers.
Mathematics for AI
Linear Algebra, Calculus, Probability & Statistics
Computer Science Fundamentals
Data Structures, Algorithms, and Programming
Core Machine Learning
Supervised, Unsupervised, and Reinforcement Learning
Deep Learning
Neural Networks, CNNs, RNNs, and Transformers
Natural Language Processing (NLP)
From Text Preprocessing to Large Language Models
Computer Vision
Image Processing, Object Detection, and Generation