| 書目名稱 | Practical Machine Learning with Python | | 副標題 | A Problem-Solver‘s G | | 編輯 | Dipanjan Sarkar,Raghav Bali,Tushar Sharma | | 視頻video | http://file.papertrans.cn/754/753113/753113.mp4 | | 概述 | A complete guide of theoretical, technical, and hands-on implementations for practical applications of machine learning across diverse domains in the industry.Shows how data science and machine learni | | 圖書封面 |  | | 描述 | .Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning.?Using real-world examples that leverage the popular Python machine learning ecosystem, this book is your perfect companion for learning the art and science of machine learning to become a successful practitioner. The concepts, techniques, tools, frameworks, and methodologies used in this book will teach you how to think, design, build, and execute machine learning systems and projects successfully..Practical Machine Learning with Python. follows a structured and comprehensive three-tiered approach packed with hands-on examples and code. ..Part 1 focuses on understanding machine learning concepts and tools. This includes machine learning basics with a broad overview of algorithms, techniques, concepts and applications, followed by a tour of the entire Python machine learning ecosystem. Brief guides for useful machine learning tools, libraries andframeworks are also covered..Part 2 details standard machine learning pipelines, with an emphasis on data processing analysis, feature engineering, and modeling. You will learn how to process, wrangle, summarize and visualize | | 出版日期 | Book 2018 | | 關鍵詞 | Machine Learning; Python; Natural Language Processing; Deep Learning; Social network analysis; recommende | | 版次 | 1 | | doi | https://doi.org/10.1007/978-1-4842-3207-1 | | isbn_softcover | 978-1-4842-3206-4 | | isbn_ebook | 978-1-4842-3207-1 | | copyright | Dipanjan Sarkar, Raghav Bali and Tushar Sharma 2018 |
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