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Machine Learning Design Patterns

人工智能, 英文图书, 软件  暂无评论 ⁄ 41 次阅读+
Book Description:The design patterns in this book capture best practices and solutions to recurring problems in machine learning. The authors, three Google engineers, catalog proven methods to help data scientists tackle common problems throughout the ML process. These design patterns codify the experience of hundreds of experts into straightforward, approachable advice. In this book, you will find detailed explanations of 30 patterns for data and problem representat...
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Python for Probability, Statistics, and Machine Learning

人工智能, 英文图书, 软件  暂无评论 ⁄ 74 次阅读+
Book Description: This book covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas.  The entire text, including all the figures and numerical results, is reproducible using the Python codes and their associated Jupyter/IPython notebooks, which are provided as supplementary downloads. The author develops key intuitions in machine learning by working meaningful examples using multiple analytical methods a...
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Next-Generation Machine Learning with Spark

英文图书, 软件  暂无评论 ⁄ 139 次阅读+
Book Description: Access real-world documentation and examples for the Spark platform for building large-scale, enterprise-grade machine learning applications.The past decade has seen an astonishing series of advances in machine learning. These breakthroughs are disrupting our everyday life and making an impact across every industry.Next-Generation Machine Learning with Spark provides a gentle introduction to Spark and Spark MLlib and advances to more powerful, third-p...
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Machine Learning for Hackers

人工智能, 英文图书, 软件  暂无评论 ⁄ 799 次阅读+
Book Description If you’re an experienced programmer interested in crunching data, this book will get you started with machine learning—a toolkit of algorithms that enables computers to train themselves to automate useful tasks. Authors Drew Conway and John Myles White help you understand machine learning and statistics tools through a series of hands-on case studies, instead of a traditional math-heavy presentation. Each chapter focuses on a specific problem in machine le...
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Machine Learning in Action

人工智能, 英文图书, 软件  评论数2 ⁄ 916 次阅读+
Book Description Machine Learning in Action is unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. You’ll use the flexible Python programming language to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification. A machine is said to learn when its performance improves with experie...
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