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Data Analytics Made Easy

You're reading from   Data Analytics Made Easy Analyze and present data to make informed decisions without writing any code

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Product type Paperback
Published in Aug 2021
Publisher Packt
ISBN-13 9781801074155
Length 406 pages
Edition 1st Edition
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Author (1):
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Andrea De Mauro Andrea De Mauro
Author Profile Icon Andrea De Mauro
Andrea De Mauro
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Table of Contents (14) Chapters Close

Preface 1. What is Data Analytics? 2. Getting Started with KNIME FREE CHAPTER 3. Transforming Data 4. What is Machine Learning? 5. Applying Machine Learning at Work 6. Getting Started with Power BI 7. Visualizing Data Effectively 8. Telling Stories with Data 9. Extending Your Toolbox 10. And now?
11. Useful Resources 12. Other Books You May Enjoy
13. Index

Summary

This chapter introduced us to KNIME, the new addition to our data analytics toolbox. We learned what KNIME is in a nutshell and got started with its user interface, which enables us to combine simple computation units (nodes) into more complex analytical routines (workflows) with speed and agility, without having to write extensive code. We got started with the ever-present preliminary steps of any data work: loading and cleaning up data to make it usable for doing analytics. We got acquainted with twelve basic nodes in KNIME that empowered us to create repeatable routines, which include: opening files in different formats, sorting and filtering data following some logic, manipulating strings, and managing missing values and duplicate rows. Not bad for being just on the second chapter!

Having the basics clearly explained, we can now dare to go further with KNIME. In the next chapter, Chapter 3, Transforming Data, we will learn how to work on multiple data tables and to build more complex data workflows for analyzing real-world data feeds.

You have been reading a chapter from
Data Analytics Made Easy
Published in: Aug 2021
Publisher: Packt
ISBN-13: 9781801074155
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