{"product_id":"9781491922484","title":"Foundations for Analytics with Python: From Non-Programmer to Hacker","description":"\u003cp\u003eIf you’re like many of Excel’s 750 million users, you want to do more with your data—like repeating similar analyses over hundreds of files, or combining data in many files for analysis at one time. This practical guide shows ambitious non-programmers how to automate and scale the processing and analysis of data in different formats—by using Python.\u003c\/p\u003e\u003cp\u003eAfter author Clinton Brownley takes you through Python basics, you’ll be able to write simple scripts for processing data in spreadsheets as well as databases. You’ll also learn how to use several Python modules for parsing files, grouping data, and producing statistics. No programming experience is necessary.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eCreate and run your own Python scripts by learning basic syntax\u003c\/li\u003e\n\u003cli\u003eUse Python’s csv module to read and parse CSV files\u003c\/li\u003e\n\u003cli\u003eRead multiple Excel worksheets and workbooks with the xlrd module\u003c\/li\u003e\n\u003cli\u003ePerform database operations in MySQL or with the mysqlclient module\u003c\/li\u003e\n\u003cli\u003eCreate Python applications to find specific records, group data, and parse text files\u003c\/li\u003e\n\u003cli\u003eBuild statistical graphs and plots with matplotlib, pandas, ggplot, and seaborn\u003c\/li\u003e\n\u003cli\u003eProduce summary statistics, and estimate regression and classification models\u003c\/li\u003e\n\u003cli\u003eSchedule your scripts to run automatically in both Windows and Mac environments\u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media, Incorporated","offers":[{"title":"Default Title","offer_id":46314337927409,"sku":"9781491922484","price":38.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0674\/5433\/7265\/files\/9781491922484_p0.jpg?v=1765520669","url":"https:\/\/shop.barnesandnoble.com\/products\/9781491922484","provider":"Barnes \u0026 Noble","version":"1.0","type":"link"}