October 2024
Beginner to intermediate
404 pages
8h 50m
English
Content preview from Pandas Cookbook - Third Edition
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10
General Usage and Performance Tips
At this point in the book, we have covered a rather large part of the pandas library while walking through sample applications to reinforce good usage. Equipped with all of this knowledge, you are now well prepared to step into the real world and start applying everything you have learned to your data analysis problems.
This chapter will offer some tips and tricks you should keep in mind as you go out on your own. The recipes presented in this chapter are common mistakes I see by pandas users of all experience levels. While well-intentioned, improper usage of pandas constructs can leave a lot of performance on the table. When your datasets are smaller in size that may not be a big issue, but data has the ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.