Practical TensorFlow.js: Building Intelligent Web Apps with Machine Learning baixar epub
por Tommy M. Cross
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Descrição do livro
I remember the frustration of building my first intelligent application. I relied on expensive cloud infrastructure, set up complicated backends, and constantly battled terrible network latency. The user experience suffered. Then, I shifted my focus to the browser. I realized that the user's device already possessed the computing power necessary to run these models. I spent countless hours testing memory management, profiling execution speeds, and configuring Web Workers to stop the main interface from freezing. I wrote this book to save you from that exact frustration. You do not need massive server budgets to build smart software. The computing power is already sitting in your user's hands—you just need the blueprint to unlock it. What's inside Who it's meant for Stop paying for cloud inference and start utilizing the decentralized computing power of the modern web. Equip yourself with the exact strategies needed to build lightning-fast, offline-capable AI applications today. Grab your copy now and transform the browser into your ultimate machine learning engine.
This comprehensive guide is broken down into structured chapters and highly focused sections:
Are you a frontend web developer looking to integrate artificial intelligence without having to learn Python? Or perhaps you are a machine learning engineer tired of managing costly backend deployment infrastructure? If you understand standard JavaScript syntax and want to build fast, privacy-focused software, this book is written specifically for you.
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