Hey, in this issue: OpenAI-powered Linux shell, what’s wrong with MLOps, challenges of applied machine learning, what’s next for AI from Geoffrey Hinton, Tutorial on face detection, a library for model-based reinforcement learning from Facebook, and more.

• [Opinion] What’s wrong with MLOps?

• [Project] Accelerate: a simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

• The challenges of applied machine learning

• Geoffrey Hinton has a hunch about what’s next for AI

• [Explained] Facebook TransCoder, the AI that translates code from a programming language to another (article, video)

• [Project] mbrl-lib: a library for model-based reinforcement learning

• OpenAI-powered Linux shell uses AI to do what you mean (video)

• [Tutorial] Face detection with dlib

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Have a nice weekend! See you next week. — Andriy