{"product_id":"9781786466303","title":"TensorFlow Machine Learning Cookbook","description":"\u003cp\u003e\u003cb\u003eExplore machine learning concepts using the latest numerical computing library — TensorFlow — with the help of this comprehensive cookbook\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAbout This Book\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eYour quick guide to implementing TensorFlow in your day-to-day machine learning activities\u003c\/li\u003e\n\u003cli\u003eLearn advanced techniques that bring more accuracy and speed to machine learning\u003c\/li\u003e\n\u003cli\u003eUpgrade your knowledge to the second generation of machine learning with this guide on TensorFlow\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cp\u003eThis book is ideal for data scientists who are familiar with C++ or Python and perform machine learning activities on a day-to-day basis. Intermediate and advanced machine learning implementers who need a quick guide they can easily navigate will find it useful.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eBecome familiar with the basics of the TensorFlow machine learning library\u003c\/li\u003e\n\u003cli\u003eGet to know Linear Regression techniques with TensorFlow\u003c\/li\u003e\n\u003cli\u003eLearn SVMs with hands-on recipes\u003c\/li\u003e\n\u003cli\u003eImplement neural networks and improve predictions\u003c\/li\u003e\n\u003cli\u003eApply NLP and sentiment analysis to your data\u003c\/li\u003e\n\u003cli\u003eMaster CNN and RNN through practical recipes\u003c\/li\u003e\n\u003cli\u003eTake TensorFlow into production\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eIn Detail\u003c\/b\u003e\u003cp\u003eTensorFlow is an open source software library for Machine Intelligence. The independent recipes in this book will teach you how to use TensorFlow for complex data computations and will let you dig deeper and gain more insights into your data than ever before. You'll work through recipes on training models, model evaluation, sentiment analysis, regression analysis, clustering analysis, artificial neural networks, and deep learning – each using Google's machine learning library TensorFlow.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis guide starts with the fundamentals of the TensorFlow library which includes variables, matrices, and various data sources. Moving ahead, you will get hands-on experience with Linear Regression techniques with TensorFlow. The next chapters cover important high-level concepts such as neural networks, CNN, RNN, and NLP.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eOnce you are familiar and comfortable with the TensorFlow ecosystem, the last chapter will show you how to take it to production.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eStyle and approach\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003eThis book takes a recipe-based approach where every topic is explicated with the help of a real-world example.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":47158772924656,"sku":"9781786466303","price":43.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781786466303_p0.jpg?v=1763729198","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781786466303","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}