scikit-learn Cookbook-Ascetic_trip

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scikit-learn Cookbook-Ascetic_trip


Book 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.

Book Details
Title: scikit-learn Cookbook-Ascetic_trip
By: Trent Hauck
ISBN: 978-1-78398-948-5
Year: 2014
Pages: 214
Language: English
File size: 2.88 MB
File format: PDF









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scikit-learn Cookbook-Ascetic_trip