True Positive Weekly #3

The most important artificial intelligence and machine learning links of the week.

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You receive this newsletter because you subscribed to receive AI and machine learning updates on the companion websites of Andriy Burkov’s two books: The Hundred-Page Machine Learning Book and Machine Learning Engineering.

There are about 15,000 subscribers now, so we, True Positive Inc., the company behind Andriy Burkov’s publishing initiatives, decided to start sending weekly updates. Please don’t hesitate to send us your feedback at hello@truepositive.ca.

In this issue: practical skills for the AI product manager, a free book on PyTorch and a hands-on guide on TensorFlow 2.0, risks of building ML systems and a report on AI adoption in the enterprise, a browser extension that automatically finds code for ML papers and more.

This newsletter issue is sponsored by Weights & Biases.

• Practical skills for the AI product manager

• A free book on Deep Learning with PyTorch (available for a limited time)

• Three risks in building machine learning systems

• A hands-on guide to getting started with TensorFlow 2.0

• Facebook's GrokNet powering Marketplace identifies fine-grained product attributes across billions of photos (blog, news)

• A browser extension that automatically finds code implementations for machine learning papers anywhere on the web (Chrome, Firefox)

• PiFuHD from Facebook generates 3D high-resolution reconstructions of people from 2D images (video, paper)

• Bot or Not: test your skills for telling the difference between a human and a bot

• mmfashion: an open-source toolbox for visual fashion analysis based on PyTorch (paper)

• AI adoption in the enterprise 2020 report

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Have a nice weekend! See you next week.