{"product_id":"python-for-data-science-a-hands-on-introduction-paperback","title":"Python for Data Science: A Hands-On Introduction - Paperback","description":"\u003cp\u003eby \u003cb\u003eYuli Vasiliev\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003cb\u003eA hands-on, real-world introduction to data analysis with the Python programming language, loaded with wide-ranging examples.\u003c\/b\u003e \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003ePython is an ideal choice for accessing, manipulating, and gaining insights from data of all kinds. \u003ci\u003ePython for Data Science \u003c\/i\u003eintroduces 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. \u003cp\u003e\u003c\/p\u003eYou will discover Python's 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.\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003cb\u003eYuli Vasiliev\u003c\/b\u003e is a programmer, freelance writer, and consultant, who has been working with databases for more than two decades. He specializes in open-source development, and is experienced in building data structures and models, as well as designing and implementing database backends for various applications using Oracle technologies, MySQL, and natural language processing. Vasiliev is the author of \u003ci\u003eNatural Language Processing with spaCy \u003c\/i\u003e(No Starch Press.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 240\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.87 x 9.13 x 6.93 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e August 02, 2022\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":51767005741344,"sku":"9781718502208","price":59.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0974\/9764\/5344\/files\/00f293435fa04992dc150e18abc7aac2.webp?v=1780302798","url":"https:\/\/ebocreations.com\/products\/python-for-data-science-a-hands-on-introduction-paperback","provider":"The E-Book Oasis LLC","version":"1.0","type":"link"}