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AWS in Plain English AWS can feel overwhelming when you first start learning it. There are 200 services, strange names, and too many acronyms. The good news? You don't need to master all of them. If you understand these core services, you'll already know the building blocks used in most real-world applications. 💡Think of them like this: 🖥️ EC2 → Your computer in the cloud 📦 S3 → Infinite cloud storage 🗄️ RDS → Managed SQL database ⚡ Lambda → Run code without managing servers 🚪 API Gateway →
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Follow me and check the link in my bio to get your free AWS Certification… Getting AWS certified is probably the most valuable things that you can do as a developer or someone who is trying to break into tech. It shows employers that you’re serious about this and it also makes your résumé look 100 times better it helps you build real clouds skills and AI skills and these things usually cost a ton of money in training and actually getting the exam. But with this new change you can take the AWS Ce
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➡️ Machine Learning from Scratch, part 42: why GPU and not CPU. A neural network spends almost all of its time multiplying numbers and adding them up. In every layer each neuron receives the whole input vector, multiplies each number by its own weight and adds them up, so with the weights of all neurons as the rows of one table, the layer becomes one matrix times the input vector. In training a whole mini batch goes in at once, every layer becomes a matrix times a matrix, and the backward pass f
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