Published Year: 2014
Page count: 214
File Size: 3 MB
Language: English
Published by: Packt Publishing
Visited by: 21
Rating/Review: 4.2
ISBN: 9781783989485; 1783989483

Keywords:

کانال تلگرام امین مصباحی

تِک‌افترنون، رویدادی گاه‌به‌گاه است با موضوعات حول معماری و توسعه نرم‌افزار، این کانال هم برای اشتراک اخبار، آموزش، نکاتی حول مهندسی نرم‌افزار، دیتابیس‌، تکنولوژی و مدیریت تولید محصولات نر‌م‌افزاری خواهد بود. امین مصباحی

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scikit-learn Cookbook: Over 50 recipes to incorporate scikit-learn into every step of the data science pipeline, from feature extraction to model building and model evaluation

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Unordered Data Science English

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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.

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Authors:

Trent Hauck

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