Advancing Into Analytics: From Excel to Python and R

Advancing Into Analytics: From Excel to Python and R

作者: Mount George
出版社: O'Reilly
出版在: 2021-05-11
ISBN-13: 9781492094340
ISBN-10: 149209434X
裝訂格式: Quality Paper - also called trade paper
總頁數: 250 頁





內容描述


Data analytics may seem daunting, but if you're familiar with Excel, you have a head start that can help you make the leap into analytics. Advancing into Analytics will lower your learning curve.Author George Mount, founder and CEO of Stringfest Analytics, clearly and gently guides intermediate Excel users to a solid understanding of analytics and the data stack. This book demonstrates key statistical concepts from spreadsheets and pivots your existing knowledge about data manipulation into R and Python programming.With this practical book at your side, you'll learn how to: Explore a dataset for potential research questions to check assumptions and to build hypothesesMake compelling business recommendations using inferential statisticsLoad, view, and write datasets using R and PythonPerform common data wrangling tasks such as sorting, filtering, and aggregating using R and PythonNavigate and execute code in Jupyter notebooksIdentify, install, and implement the most useful open source packages for your needsAnd more


作者介紹


George Mount is the founder and CEO of Stringfest Analytics, a consulting firm specializing in analytics education and upskilling. He has worked with leading bootcamps, learning platforms and practice organizations to help individuals excel at analytics. George regularly blogs and speaks on data analysis, data education and workforce development.George holds a bachelor's degree in economics from Hillsdale College and master's degrees in finance and information systems from Case Western Reserve University. He resides in Cleveland, Ohio.




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