Python for data science
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Python is the perfect choice for manipulating and extracting information from data of all kinds. 'Python for data science' will introduce programmers to the Pythonic world of data analysis. You will learn to write code in Python, applying the most modern methods for obtaining, transforming, and analyzing data in business management, marketing, and decision support.
Get acquainted with the rich set of built-in Python data structures for performing basic operations, as well as the reliable ecosystem of open-source libraries for data science, including NumPy, pandas, scikit-learn, matplotlib, and others. Learn how to load data in various formats, sort, group, and aggregate datasets, as well as create graphs, maps, and other visualizations. Build real applications using detailed examples, including a taxi service using geolocation, basket analysis to determine commonly purchased items, and a machine learning model for predicting stock prices.
Author:
Author:Vasiliev Yu.
Cover:
Cover:softcover
Category:
- Category:Computer & Technology
- Category:Science & Math
Publication language:
Publication Language:Russian
Paper:
Paper:offset
Dimensions:
Dimensions:24x17x1.5 cm
Series:
Series:Programmer's Library
Age restrictions:
Age restrictions:16+
ISBN:
ISBN:978-5-4461-2392-6
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