{"product_id":"tensorflow-js-for-web-developers-running-machine-learning-models-directly-in-the-browser-9798248254217","title":"TensorFlow.js for Web Developers: Running machine learning models directly in the browser","description":"\u003cp\u003e • Author(s): Nathan Westwood\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Programming Languages - JavaScript\u003c\/p\u003e\u003cp\u003e\u003cb\u003eYou Know JavaScript. Now You Know AI.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eMachine Learning used to require Python, massive servers, and a PhD. Now, all it takes is a browser.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003ci\u003eTensorFlow.js for Web Developers\u003c\/i\u003e unlocks a new frontier for the web. It empowers you to run powerful deep learning models directly in the client-on the user's device-using the language you already speak: \u003cb\u003eJavaScript.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eThis book is for the front-end engineer who wants to build the next generation of intelligent apps. By moving the \"Brain\" to the browser, you unlock features that were previously impossible: zero-latency interaction, absolute data privacy, and offline capability.\u003c\/p\u003e\u003cb\u003eIntelligence at 60 Frames Per Second\u003c\/b\u003e\u003cp\u003eThis is a hands-on guide to the TensorFlow.js ecosystem. You will learn to import existing models, retrain them on the fly, and build immersive experiences.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eThe Python-to-JS Bridge: \u003c\/b\u003e Learn to take models trained in Python (Keras\/TensorFlow) and convert them to run efficiently in the browser.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eReal-Time Computer Vision: \u003c\/b\u003e Access the webcam to build apps that track faces, recognize objects, or detect poses instantly.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eTransfer Learning in the Client: \u003c\/b\u003e Personalize your app by letting users \"teach\" the model new classes (like their own face or voice) directly in the browser, without sending data to a server.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eWebGL Acceleration: \u003c\/b\u003e Understand how TensorFlow.js taps into the device's GPU to run heavy math operations smoothly, even on mobile phones.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eCreative AI: \u003c\/b\u003e Build \"Generative\" web apps that create music, art, or text based on user interaction.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWhether you are a React developer wanting to add a \"Smart Search\" feature, or a creative coder exploring new interfaces, this book gives you the tools to upgrade the web.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eStop making API calls. Start making intelligent apps. Scroll up and grab your copy to bring AI to the browser.\u003c\/b\u003e\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47569771790487,"sku":"9798248254217","price":1425.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798248254217.webp?v=1774879091","url":"https:\/\/atlanticbooks.com\/products\/tensorflow-js-for-web-developers-running-machine-learning-models-directly-in-the-browser-9798248254217","provider":"Atlantic Books","version":"1.0","type":"link"}