My goals for the HNG internship 8 operated by Zuri and what I want to achieve by the end of 8 weeks.


HNG Internship is a long-running, large-scale virtual internship for people learning to code and design operated by Zuri Team. It focuses on the post-training phase and creates a virtual work environment for participants.

The internship is meant to bring the top individuals to the surface from a vast pool of…

For speed and for showing the progress of your Pandas series operation.

In this article, I’m going to illustrate two alternatives to use over the Pandas series .apply() method.


This article assumes the reader has a basic understanding of Python programming and Pandas.

Pandas Series .apply() method

If you don’t know what Pandas series.apply()method does, it is an efficient way of looping through rows of data…

Onyedikachi Udeh

Machine Learning Enthusiast

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