{"product_id":"python-machine-learning-second-edition-machine-learning-and-deep-learning-with-python-scikit-learn-and-tensorflow-9781787125933","title":"Python Machine Learning - Second Edition: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow","description":"\u003cp\u003e\u003cstrong\u003eUnlock modern machine learning and deep learning techniques with Python by using the latest cutting-edge open source Python libraries.\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e \u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eSecond edition of the bestselling book on Machine Learning\u003c\/li\u003e \u003cli\u003eA practical approach to key frameworks in data science, machine learning, and deep learning\u003c\/li\u003e \u003cli\u003eUse the most powerful Python libraries to implement machine learning and deep learning\u003c\/li\u003e \u003cli\u003eGet to know the best practices to improve and optimize your machine learning systems and algorithms\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003cbr\u003e .\u003cbr\u003e Publisher's Note: This edition from 2017 is outdated and is not compatible with TensorFlow 2 or any of the most recent updates to Python libraries. A new third edition, updated for 2020 and featuring TensorFlow 2 and the latest in scikit-learn, reinforcement learning, and GANs, has now been published.\u003cbr\u003e \u003cbr\u003e Machine learning is eating the software world, and now deep learning is extending machine learning. Understand and work at the cutting edge of machine learning, neural networks, and deep learning with this second edition of Sebastian Raschka's bestselling book, Python Machine Learning. Using Python's open source libraries, this book offers the practical knowledge and techniques you need to create and contribute to machine learning, deep learning, and modern data analysis.\u003cbr\u003e \u003cbr\u003e Fully extended and modernized, Python Machine Learning Second Edition now includes the popular TensorFlow 1.x deep learning library. The scikit-learn code has also been fully updated to v0.18.1 to include improvements and additions to this versatile machine learning library.\u003cbr\u003e \u003cbr\u003e Sebastian Raschka and Vahid Mirjalili's unique insight and expertise introduce you to machine learning and deep learning algorithms from scratch, and show you how to apply them to practical industry challenges using realistic and interesting examples. By the end of the book, you'll be ready to meet the new data analysis opportunities.\u003cbr\u003e \u003cbr\u003e If you've read the first edition of this book, you'll be delighted to find a balance of classical ideas and modern insights into machine learning. Every chapter has been critically updated, and there are new chapters on key technologies. You'll be able to learn and work with TensorFlow 1.x more deeply than ever before, and get essential coverage of the Keras neural network library, along with updates to scikit-learn 0.18.1.\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eWhat You Will Learn\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eUnderstand the key frameworks in data science, machine learning, and deep learning\u003c\/li\u003e \u003cli\u003eHarness the power of the latest Python open source libraries in machine learning\u003c\/li\u003e \u003cli\u003eExplore machine learning techniques using challenging real-world data\u003c\/li\u003e \u003cli\u003eMaster deep neural network implementation using the TensorFlow 1.x library\u003c\/li\u003e \u003cli\u003eLearn the mechanics of classification algorithms to implement the best tool for the job\u003c\/li\u003e \u003cli\u003ePredict continuous target outcomes using regression analysis\u003c\/li\u003e \u003cli\u003eUncover hidden patterns and structures in data with clustering\u003c\/li\u003e \u003cli\u003eDelve deeper into textual and social media data using sentiment analysis\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eWho this book is for\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eIf you know some Python and you want to use machine learning and deep learning, pick up this book. Whether you want to start from scratch or extend your machine learning knowledge, this is an essential and unmissable resource. Written for developers and data scientists who want to create practical machine learning and deep learning code, this book is ideal for developers and data scientists who want to teach computers how to learn from data.\u003c\/p\u003e\u003cbr\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":50506448896274,"sku":"9781787125933","price":40.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0831\/4771\/8930\/files\/img_0d1b92b8-f5d6-4ffe-9410-7d57c75fcad0.jpg?v=1730850099","url":"https:\/\/surprise-castle.myshopify.com\/products\/python-machine-learning-second-edition-machine-learning-and-deep-learning-with-python-scikit-learn-and-tensorflow-9781787125933","provider":"Surprise Castle","version":"1.0","type":"link"}