Hands-On TensorFlow.js, Keras & React (Paperback)

Idioma: inglés

Editorial: Independently Published, 2025

9798297460553

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Librería: Grand Eagle Retail, Bensenville, IL, Estados Unidos de AmericaGrand Eagle Retail

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Vendedor de IberLibro desde 12 de octubre de 2005

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Paperback. Hands-On TensorFlow.js, Keras & React: Create Modern Web Apps with AI and Deep LearningDoes AI feel out of reach-too complex, too math-heavy, or "only for Python pros"? This beginner-friendly guide shows you how to build smart, interactive web apps in the browser using tools you already love: JavaScript, TensorFlow.js (with Keras-style APIs), and React. No prior AI experience required. If you can follow step-by-step instructions, you can ship your first browser-based AI feature with confidence.You'll learn by doing-moving from plain-English explanations to small, focused projects you can click, see, and improve. Along the way, you'll discover why on-device inference matters for privacy and speed, how to wire models cleanly into React components, and how to deliver production-ready UX with loading, empty, and error states that feel polished and humane.What you'll build and understandAI in the browser, explained simply: Tensors, layers, training vs. inference, transfer learning-without drowning in theory.TensorFlow.js + Keras workflow: Load, fine-tune, and run models with clear, Keras-style APIs.Real projects: Image classification (MobileNet), a simple sentiment analyzer, and live webcam demos-customizable and ready to extend.React integration that feels natural: Hooks, lazy loading, caching hints, and clean state for predictions and UI feedback.Performance & deployment: WebGL/WASM backends, model size optimization, quantization, and PWA packaging for fast, offline-capable apps.Responsible by design: Practical tips for accessible UI, user privacy, and basic model security in the browser.Why beginners succeed with this bookStep-by-step guidance that explains the why behind each step.Mistakes welcomed: We debug together; every bump becomes a small win.Modern stack, real results: JavaScript + React + TensorFlow.js means less setup, more building.Who it's forCurious beginners, web developers, and JS learners who want practical machine learning in JavaScript-without switching stacks. Python folks looking to bring models to the web will feel right at home with the Keras-style approach.Ready to build something smart-today?Open the book, follow the steps, and launch your first intelligent React app. Your AI journey starts in the browser. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.…

N° de ref. del artículo 9798297460553

Título
Hands-On TensorFlow.js, Keras & React (Paperback)
Autor
Marcus C. Lauritsen
Editorial
Independently Published
Año de publicación
2025
Estado
new
Encuadernación
Paperback
Idioma
inglés
ISBN 13
9798297460553

Grand Eagle Retail

Bensenville, IL, Estados Unidos de America

Vendedor de 5 estrellas

Vendedor de IberLibro desde 12 de octubre de 2005

Tarifas de envío en Estados Unidos de America

ArtículoDe 6 a 14 días hábilesDe 6 a 16 días hábiles
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