{"product_id":"machine-learning-using-tensorflow-cookbook-create-powerful-machine-learning-algorithms-with-tensorflow-9781800208865","title":"Machine Learning Using TensorFlow Cookbook: Create powerful machine learning algorithms with TensorFlow","description":"\u003cp\u003e\u003cstrong\u003eComprehensive recipes to give you valuable insights on Transformers, Reinforcement Learning, and more\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eDeep Learning solutions from Kaggle Masters and Google Developer Experts\u003c\/li\u003e\n\u003cli\u003eGet to grips with the fundamentals including variables, matrices, and data sources\u003c\/li\u003e\n\u003cli\u003eLearn advanced techniques to make your algorithms faster and more accurate\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThe independent recipes in Machine Learning Using TensorFlow Cookbook will teach you how to perform complex data computations and gain valuable insights into your data. Dive into recipes on training models, model evaluation, sentiment analysis, regression analysis, artificial neural networks, and deep learning - each using Google's machine learning library, TensorFlow.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis cookbook covers the fundamentals of the TensorFlow library, including variables, matrices, and various data sources. You'll discover real-world implementations of Keras and TensorFlow and learn how to use estimators to train linear models and boosted trees, both for classification and regression.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eExplore the practical applications of a variety of deep learning architectures, such as recurrent neural networks and Transformers, and see how they can be used to solve computer vision and natural language processing (NLP) problems.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eWith the help of this book, you will be proficient in using TensorFlow, understand deep learning from the basics, and be able to implement machine learning algorithms in real-world scenarios.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eTake TensorFlow into production\u003c\/li\u003e\n\u003cli\u003eImplement and fine-tune Transformer models for various NLP tasks\u003c\/li\u003e\n\u003cli\u003eApply reinforcement learning algorithms using the TF-Agents framework\u003c\/li\u003e\n\u003cli\u003eUnderstand linear regression techniques and use Estimators to train linear models\u003c\/li\u003e\n\u003cli\u003eExecute neural networks and improve predictions on tabular data\u003c\/li\u003e\n\u003cli\u003eMaster convolutional neural networks and recurrent neural networks through practical recipes\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eIf you are a data scientist or a machine learning engineer, and you want to skip detailed theoretical explanations in favor of building production-ready machine learning models using TensorFlow, this book is for you.\u003c\/p\u003e\u003cp\u003eBasic familiarity with Python, linear algebra, statistics, and machine learning is necessary to make the most out of this book.\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003cb\u003e\u003ci\u003eAudevart, Alexia:\u003c\/i\u003e\u003c\/b\u003e - Alexia Audevart, also a Google Developer Expert in machine learning, is the founder of datactik. She is a data scientist and helps her clients solve business problems by making their applications smarter. Her first book is a collaboration on artificial intelligence and neuroscience.\u003cb\u003e\u003ci\u003eBanachewicz, Konrad:\u003c\/i\u003e\u003c\/b\u003e - Konrad Banachewicz holds a PhD in statistics from Vrije Universiteit Amsterdam. He is a lead data scientist at eBay and a Kaggle Grandmaster. He worked in a variety of financial institutions on a wide array of quantitative data analysis problems. In the process, he became an expert on the entire lifetime of a data product cycle.\u003cb\u003e\u003ci\u003eMassaron, Luca:\u003c\/i\u003e\u003c\/b\u003e - Luca Massaron is a Google Developer Expert in machine learning with more than a decade of experience in data science. He is also the author of several best-selling books on AI and a Kaggle master who reached number 7 for his performance in data science competitions.\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":51254040232210,"sku":"9781800208865","price":35.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_92afa4a8-09c1-4261-8a82-c3bf3545a8ce.jpg?v=1746304523","url":"https:\/\/surprise-castle.myshopify.com\/products\/machine-learning-using-tensorflow-cookbook-create-powerful-machine-learning-algorithms-with-tensorflow-9781800208865","provider":"Surprise Castle","version":"1.0","type":"link"}