Advancing into Analytics: From Excel to Python and R. 1st Ed. George Mount (english)

Data analytics may seem daunting, but if you're an experienced Excel user, you have a unique head start. With this hands-on guide, intermediate Excel users will gain a solid understanding of analytics and the data stack. By the time you complete this book, you'll be able to conduct exploratory data analysis and hypothesis testing using a programming language.\n\nExploring and testing relationships are core to analytics. By using the tools and frameworks in this book, you'll be well positioned to continue learning more advanced data analysis techniques. Author George Mount, founder and CEO of Stringfest Analytics, demonstrates key statistical concepts with spreadsheets, then pivots your existing knowledge about data manipulation into R and Python programming.\n\nThis practical book guides you through:\n\nFoundations of analytics in Excel: Use Excel to test relationships between variables and build compelling demonstrations of important concepts in statistics and analytics\nFrom Excel to R: Cleanly transfer what you've learned about working with data from Excel to R\nFrom Excel to Python: Learn how to pivot your Excel data chops into Python and conduct a complete data analysis