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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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💻🤖 Someone Has to Make a Living and Build AI Models. Why Not Me? While some people are scrolling, I’m debugging. While some are sleeping, I’m wondering why my model is overfitting. 😭 While others see mathematics as a headache, I’m trying to understand how it makes machines learn. Because at the end of the day, dreams don’t pay bills. Skills do. 💸 🐍 Learn Python. 📐 Master the mathematics. 🧠 Understand machine learning. ⚙️ Build real AI systems. 🚀 Turn your knowledge into something people
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Instead of importing PyTorch, this project makes you build your own version of it. TrenTorch is the coding curriculum that forces you to build your own machine learning framework instead of just importing one. Most people treat neural networks like a black box, but this project makes you write every single line of code on plain NumPy to recreate the actual machinery of PyTorch. It breaks the work into twenty progressive steps, guiding you from basic math all the way to building a real language m
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