Hey folks 🎉
I've had an intense week, finishing a big talk just in time. The giveaway now has over 2000 entries and I'm so happy about it. Can't wait to see what people will do with the prizes. But let's talk machine learning!
Physics and deep learning are an interesting mix. This free open book gives a pretty thorough overview of the topic. Find the PDF on Arxiv.
Getting a job at FAANG can gild your CV but it's equally as hard to do. Here's a comprehensive interview prep guide to software-focused FAANG interviews. (Make no mistake that includes machine learning.)
I 💚 reproducibility. In machine learning, this can be very hard to do, given all that stochasticity and overfitting. This Nature paper suggests a Bronze/Silver/Gold-tier reproducibility standard for ML.