scikit-learn Cookbook (最新机器学习书籍附代码)

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Book DescriptionPython is quickly becoming the go-to language for analysts and data scientists due to its simplicity and flexibility, and within the Python data space, scikit-learn is the unequivocal choice for machine learning. Its consistent API and plethora of features help solve any machine learning problem it comes across.

The book starts by walking through different methods to prepare your data—be it a dataset with missing values or text columns that require the categories to be turned into indicator variables. After the data is ready, you'll learn different techniques aligned with different objectives—be it a dataset with known outcomes such as sales by state, or more complicated problems such as clustering similar customers. Finally, you'll learn how to polish your algorithm to ensure that it's both accurate and resilient to new datasets.

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scikit_cookbook.zip (6.84 MB, 需要: 5 个论坛币) 本附件包括：

• scikit-learn Cookbook(PACKT).pdf
• scikit-learn Cookbook.zip

2015-3-15 12:53:23 上传

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关键词：scikit-learn Cookbook Learn 机器学习 Earn 书籍 different becoming learning features

只有5章呀，是不全吧