{"product_id":"python-for-data-science-a-handson-introduction-9781718502208","title":"Python for Data Science: A Hands-On Introduction","description":"\u003cp\u003eA hands-on  real-world introduction to data analysis with the Python programming language  loaded with wide-ranging examples.  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. Youll 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.  You will discover Pythons rich set of built-in data structures for basic operations  as well as its robust ecosystem of open-source libraries for data science  including NumPy  pandas  scikit-learn  matplotlib  and more. Examples show how to load data in various formats  how to streamline  group  and aggregate data sets  and how to create charts  maps  and other visualizations. Later chapters go in-depth with demonstrations of real-world data applications  including using location data to power a taxi service  market basket analysis to identify items commonly purchased together  and machine learning to predict stock prices.\u003c\/p\u003e","brand":"My Store","offers":[{"title":"Default Title","offer_id":67896569561141,"sku":"ByrdShop_1718502206","price":31.66,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0627\/8139\/0901\/files\/9781718502208.jpg?v=1793777340","url":"https:\/\/atxbooks.com\/products\/python-for-data-science-a-handson-introduction-9781718502208","provider":"ATX Books","version":"1.0","type":"link"}