Clinton W. Brownley

Foundations for Analytics with Python (eBook, PDF)

From Non-Programmer to Hacker

• Format: PDF

Produktbeschreibung

If youre like many of Excels 750 million users, you want to do more with your datalike 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 formatsby using Python.After author Clinton Brownley takes you through Python basics, youll be able to write simple scripts for processing data in spreadsheets as well as databases. Youll also learn how to use several Python modules for parsing files, grouping data, and producing statistics. No programming experience is necessary.Create and run your own Python scripts by learning basic syntaxUse Pythons csv module to read and parse CSV filesRead multiple Excel worksheets and workbooks with the xlrd modulePerform database operations in MySQL or with the mysqlclient moduleCreate Python applications to find specific records, group data, and parse text filesBuild statistical graphs and plots with matplotlib, pandas, ggplot, and seabornProduce summary statistics, and estimate regression and classification modelsSchedule your scripts to run automatically in both Windows and Mac environments

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Produktdetails

• Verlag: O'Reilly Media
• Seitenzahl: 352
• Erscheinungstermin: 16. August 2016
• Englisch
• ISBN-13: 9781491922507
• Artikelnr.: 45683317

Autorenporträt

Clinton Brownley, Ph.D., is a data scientist at Facebook, where he is responsible for a wide variety of data pipelining, statistical modeling, and data visualization projects that inform data-driven decisions about large-scale infrastructure. Clinton is a Past-President of the San Francisco Bay Area Chapter of the American Statistical Association and a Council member for the Section on Practice of the Institute for Operations Research and the Management Sciences. Clinton received degrees from Carnegie Mellon University and American University.