AI for Beginners - Microsoft
12-week / 24-lesson tour of all of AI: CV, NLP, DL, RL
A structured 12-week, 24-lesson introduction to the full AI landscape: neural networks, computer vision, NLP, deep learning frameworks (TensorFlow/PyTorch), genetic algorithms, reinforcement learning, and classical AI approaches - with quizzes and hands-on labs. Broad grounding before specializing.
Learn from ReposFreebeginner~48h
Submitted by @yahianaimRoadmap (3 steps)
1
Classical AI & symbolic
Weeks 1-3#Knowledge representation#Search strategies#Genetic algorithms
2
Neural networks & vision
Weeks 4-8#Perceptrons → CNNs#PyTorch/TensorFlow labs#Object detection & segmentation
3
Language & beyond
Weeks 9-12#NLP & transformers intro#Reinforcement learning#AI ethics