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Advancing analytics : from Excel to Python and R / George Mount

By: Material type: TextTextPublication details: India Shroff Publishers 2021Description: 229 pISBN:
  • 9789391043186
Subject(s): DDC classification:
  • 006.312 MOU-G
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Holdings
Item type Current library Collection Shelving location Call number Status Date due Barcode Item holds
Books Books BITS Pilani Hyderabad 003-007 General Stack (For lending) 006.312 MOU-G (Browse shelf(Opens below)) Available 46095
Total holds: 0

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.

Exploring 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.

This practical book guides you through:

Foundations of analytics in Excel: Use Excel to test relationships between variables and build compelling demonstrations of important concepts in statistics and analytics
From Excel to R: Cleanly transfer what you've learned about working with data from Excel to R
From Excel to Python: Learn how to pivot your Excel data chops into Python and conduct a complete data analysis.

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