{"product_id":"practical-deep-learning-with-tensorflow-2-keras-tflite-and-onnx-from-model-building-to-edge-deployment-9798262006489","title":"Practical Deep Learning with TensorFlow 2, Keras, TFLite, and ONNX: From Model Building to Edge Deployment","description":"\u003cp\u003e • Author(s): Quinn Miles\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Machine Theory\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eDoes the world of artificial intelligence feel out of reach? Worried deep learning is only for experts?\u003c\/b\u003e\u003cbr\u003eYou're not alone-and this book is your warm, patient guide into the future of AI, even if you've never written a line of code.\u003c\/p\u003e\u003cp\u003e\u003cb\u003ePractical Deep Learning with TensorFlow 2, Keras, TFLite, and ONNX\u003c\/b\u003e was created for absolute beginners who want real, hands-on skills-not theory overload. Whether you dream of building smart apps, exploring image recognition, or deploying neural networks to mobile devices, you'll find step-by-step support at every stage.\u003c\/p\u003eWhat Makes This Book Different?\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eNo Experience Needed: \u003c\/b\u003e Every chapter starts from scratch, explaining deep learning, neural networks, and TensorFlow 2 in clear, friendly language. You don't need a technical background-just curiosity and a willingness to try.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eGently Builds Confidence: \u003c\/b\u003e Complex topics like model training, data preparation, and deployment are broken down into bite-sized steps. Mistakes are welcomed as learning moments, not failures.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003ePractical, Project-Driven Learning: \u003c\/b\u003e Build real-world machine learning models with Keras, optimize them for accuracy, and see your work come alive on real devices using TensorFlow Lite and ONNX.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eEnd-to-End Guidance: \u003c\/b\u003e Go from \"What is deep learning?\" all the way to deploying AI on edge devices-with troubleshooting tips, cheat sheets, and supportive encouragement at every turn.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eCelebrates Your Progress: \u003c\/b\u003e Every small win is a big deal here. You'll find stories, \"aha!\" moments, and practical advice that keep you motivated-no matter where you start.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003eInside, You'll Learn How To: \u003cul\u003e\n\u003cli\u003e\u003cp\u003eUnderstand the foundations of deep learning and neural networks\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eInstall and use TensorFlow 2, Keras, and related tools with ease\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBuild and train models for real-world tasks-image, sequence, and beyond\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003ePrepare data, avoid common pitfalls, and optimize for best results\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDeploy trained models to mobile and edge devices with TensorFlow Lite\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eConvert and run models in other frameworks using ONNX\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eTroubleshoot errors, experiment safely, and grow your AI skills with confidence\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003eWho Is This Book For?\u003cul\u003e\n\u003cli\u003e\u003cp\u003eComplete beginners in AI, coding, or data science\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eStudents, hobbyists, and career-changers looking for an accessible entry point\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eAnyone who wants practical, modern skills in deep learning-without the overwhelm\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eYou'll discover that AI isn't reserved for experts-it's for anyone willing to learn, experiment, and celebrate small victories along the way.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eReady to unlock the power of deep learning, step by step?\u003c\/b\u003e\u003cbr\u003eOpen this book and start your coding journey today-your future self will thank you.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":46863055749271,"sku":"9798262006489","price":2086.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798262006489.webp?v=1769968678","url":"https:\/\/atlanticbooks.com\/products\/practical-deep-learning-with-tensorflow-2-keras-tflite-and-onnx-from-model-building-to-edge-deployment-9798262006489","provider":"Atlantic Books","version":"1.0","type":"link"}