{"product_id":"tensorflow-essentials-building-advanced-ml-models-use-tensorflow-for-deep-learning-and-scalable-ml-solutions-9798264360244","title":"TensorFlow Essentials Building Advanced ML Models: Use TensorFlow for deep learning and scalable ML solutions","description":"\u003cp\u003e • Author(s): Isandro Myles\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\u003eUnlock the full power of TensorFlow to build cutting-edge machine learning models.\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eTensorFlow Essentials\u003c\/b\u003e is your comprehensive guide to mastering \u003cb\u003edeep learning\u003c\/b\u003e, creating \u003cb\u003escalable ML solutions\u003c\/b\u003e, and implementing \u003cb\u003eadvanced machine learning models\u003c\/b\u003e in real-world applications. Designed for beginners and intermediate developers alike, this book breaks down complex concepts into actionable steps, helping you harness TensorFlow's capabilities efficiently and effectively.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eInside, you'll learn how to: \u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eUnderstand TensorFlow fundamentals\u003c\/b\u003e: from tensors and operations to computational graphs and eager execution.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eBuild \u003cb\u003eneural networks\u003c\/b\u003e for classification, regression, and real-world prediction tasks.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eImplement \u003cb\u003econvolutional neural networks (CNNs)\u003c\/b\u003e for image recognition and computer vision projects.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eApply \u003cb\u003erecurrent neural networks (RNNs)\u003c\/b\u003e and \u003cb\u003eLSTM models\u003c\/b\u003e for sequential data like time series and natural language.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eUtilize \u003cb\u003eTensorFlow 2.x APIs\u003c\/b\u003e to streamline model development and training workflows.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eOptimize models using \u003cb\u003eadvanced techniques\u003c\/b\u003e like batch normalization, dropout, and learning rate schedules.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eImplement \u003cb\u003etransfer learning\u003c\/b\u003e to leverage pre-trained models and accelerate development.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDeploy models efficiently for \u003cb\u003escalable production-ready solutions\u003c\/b\u003e using TensorFlow Serving and TensorFlow Lite.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eWork with \u003cb\u003ereal datasets\u003c\/b\u003e for hands-on projects in vision, NLP, and structured data.\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003eDebug, evaluate, and improve model performance with TensorFlow tools like \u003cb\u003eTensorBoard\u003c\/b\u003e.\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003ePacked with \u003cb\u003ehands-on tutorials\u003c\/b\u003e, \u003cb\u003epractical examples\u003c\/b\u003e, and \u003cb\u003estep-by-step exercises\u003c\/b\u003e, this book empowers you to confidently design, build, and deploy \u003cb\u003ehigh-performance ML models\u003c\/b\u003e. Whether you aim to enhance your career, launch AI projects, or push the boundaries of deep learning, this guide is the perfect companion for your TensorFlow journey.\u003c\/p\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eBeginner and intermediate developers\u003c\/b\u003e aiming to master TensorFlow\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eData scientists and ML engineers\u003c\/b\u003e looking to scale models for production\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eStudents and researchers\u003c\/b\u003e exploring deep learning applications\u003c\/p\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cp\u003e\u003cb\u003eAI enthusiasts\u003c\/b\u003e seeking hands-on guidance for real-world machine learning projects\u003c\/p\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cb\u003eMaster TensorFlow, build advanced ML models, and turn your ideas into intelligent solutions.\u003c\/b\u003e\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46332986654871,"sku":"9798264360244","price":1654.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798264360244.webp?v=1767715542","url":"https:\/\/atlanticbooks.com\/products\/tensorflow-essentials-building-advanced-ml-models-use-tensorflow-for-deep-learning-and-scalable-ml-solutions-9798264360244","provider":"Atlantic Books","version":"1.0","type":"link"}