Machine Learning in Action (Paperback)

Peter Harrington

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商品描述

The ability to take raw data, access it, filter it, process it, visualize it, understand it, and communicate it to others is possibly the most essential business problem for the coming decades. "Machine learning," the process of automating tasks once considered the domain of highly-trained analysts and mathematicians, is the key to efficiently extracting useful information from this sea of raw data.

Machine Learning in Action is a unique book that blends the foundational theories of machine learning with the practical realities of building tools for everyday data analysis. In it, the author uses the flexible Python programming language to show how to build programs that implement algorithms for data classification, forecasting, recommendations, and higher-level features like summarization and simplification.

商品描述(中文翻譯)

擁有從原始數據中提取、存取、過濾、處理、視覺化、理解並與他人溝通的能力,可能是未來數十年最重要的商業問題。"機器學習",即自動化曾被視為高度訓練的分析師和數學家領域的任務,是從這個海量原始數據中高效提取有用信息的關鍵。

《機器學習實戰》是一本獨特的書籍,將機器學習的基礎理論與日常數據分析工具的實際應用相結合。作者使用靈活的Python編程語言,展示了如何構建實現數據分類、預測、推薦等算法的程序,以及摘要和簡化等更高級功能。