aman.ai
exploring the art of artificial intelligence
one concept at a time
Distilled AI
Stanford CS229
Machine Learning
Stanford CS230
Deep Learning
Stanford CS231n
Convolutional Neural Networks
Stanford CS224n
Natural Language Processing
Coursera Machine Learning Specialization
Supervised ML, Unsupervised ML, Advanced ML Algos
Recommendation Systems
Candidate Generation, Ranking, Retrieval, Code Deep-dive
Coursera Deep Learning Specialization
Basics, Hyperparams, Structuring Projects, ConvNets, Sequential Models
Coursera Natural Language Specialization
Classification Models, Vector Space Models, Sequence Models, Attention Models
Multimodal Machine Learning
Representations, Fusion Techniques, Co-learning