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The Three Machine Learning Algorithms You Need

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Here’s everything you need to know 👇 I developed a machine learning model with @Eight Sleep and we just released it today 1️⃣ What data was it built on? This model was built on the largest raw biosignal dataset ever used to train an AI, from any device, including every wearable on the market. 2.04 million hours 136,575 participants 498k sessions 122 million segments 2️⃣ What can it predict? It can predict your biological age (the age your body acts like) within 3.3 years. It also predicts heart

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➡️ Machine Learning from Scratch, part 37: softmax. Every neuron first adds up its inputs times their weights, then an activation function reshapes the result. Without activation functions, any number of layers would act like one single linear layer. Softmax is the special activation at the very end of a network that sorts things into classes. The last layer has one output neuron per class, and each one gives a raw score that can be any number, even negative. Softmax looks at all of them at once

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