Machine Learning Successes

Image classification (Convolutional Neural Networks)
Image generation (Generative Adversarial Network)
Atari Game-playing (Deep Reenforcement Learning)
Go/Chess (NN-value functions, Monte-Carlo tree-search, reinforcement learning)
Natural language transformation/generation (transformer networks)
Protein 3d structure (AlphaFold)