Hands on tensorflow js keras react von lauritsen marcus (1 Ergebnisse)

Taschenbuch. Zustand: Neu. Neuware - 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 understand- AI 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 book- Step-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.…