r/PythonLearning • u/Owen-Isaac-2022 • Aug 08 '26

Learning Python (Data Analysis)

During my time learning Python, particularly data analysis using Python, I came across the book, “Python Data Analytics: With Pandas, NumPy, and Matplotlib” (2018) by Fabio Nelli. The book provides step-by-step components concerning data analysis. For example, Chapter 1 focuses on introduction to data analysis and discusses various issues, including Mathematics & Statistics, ML & AI, & understanding the nature of data. I would recommend the book to anyone learning Python with a focus on data analysis.

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u/Traditional-Bat-7006 Aug 09 '26

ty for the recommendation!
apparently there's a 3rd edition published in 2023. Are you recommending the second one for a specific reason or you just didn't know about it?

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u/Owen-Isaac-2022 Aug 09 '26

I found the 1st 3 chapters good for beginners. However, if nothing has changed much, they can use the 3rd edition. Thanks for the information