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scikit-learn Cookbook [SRG] (Size: 2.96 MB)
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scikit-learn Cookbook - [SRG] Author: Hauck, Trent Published: Nov. 4 2014 Publisher: Packt Publishing ISBN: 1783989483 Format: Retail PDF PM IF YOU NEED HELP WITH THE TORRENT :)  DESCRIPTION Python 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.  Sharing Widget |