TY - BOOK AU - Vasiliev, Yuli TI - Python for data science: a hands-on introduction SN - 9781718502208 AV - QA 76.73.P98 .V37 2022 PY - 2022/// CY - San Francisco, California PB - No Starch Press, Inc. KW - DATA MINING N1 - Includes index; The basics of data -- Python data science libraries -- Accessing data from files and APIs -- Working with databases -- Aggregating data -- Combining data sets -- Creating visualizations -- Analyzing location data -- Analyzing time series data -- Gaining insight from data -- Machine learning for data analysis N2 - Python is an ideal choice for accessing, manipulating, and gaining insights from data of all kinds. Python for Data Science introduces you to the Pythonic world of data analysis with a learn-by-doing approach rooted in practical examples and hands-on activities. You’ll learn how to write Python code to obtain, transform, and analyze data, practicing state-of-the-art data processing techniques for use cases in business management, marketing, and decision support ER -