The 10 Must-Own Machine Learning Books

While online resources are great, every machine learning practitioner should have some good, old-fashioned textbooks on their desk/bookshelf that they can pick up and reference from time to time. Here are my Top 10 picks. 1. Machine Learning: A Probabilistic Perspective by Kevin Murphy. As far as...

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Subgradient Descent

Math or code not rendering properly? Try refreshing the page. Introduction You've probably heard of the gradient descent algorithm. It's probably the most widely used algorithm in machine learning, used to train everything from neural networks to logistic regression. What you probably didn't know...

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