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Python in Plain English

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50 Python Tricks Every Data Scientist Should Know

10 min read2 days ago

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Professional | Marketing | Click-worthy | Inspirational

PART 1

I wasn’t always a “data scientist.”
Once, I was just a confused beginner staring at a blank Python file, praying it would somehow write itself.

“Just learn machine learning,” they said.
“It’s easy,” they said.

Spoiler: It wasn’t.

If you want to read it, here is the link:

👉 https://vigneshselvaraj.gumroad.com/l/next-gen-python-2025

It’s not just an ebook.
It’s my story — transformed into a roadmap.

Next-Gen Python 2025 — Everything I wish I knew when I started
Django Mastery — Build real-world apps that employers trust

But somewhere along the way — debugging a model at 3 A.M. with cold tea on my desk — I started collecting little Python tricks. Tiny shortcuts. Clever patterns. Things seniors casually typed while I smashed my keyboard in despair.

Press enter or click to view image in full size

Those tricks changed everything.

This story is about the 50 most valuable Python tricks I discovered while transforming from a beginner into a data scientist who could ship real solutions.

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Python in Plain English

Published in Python in Plain English

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Vignesh Selvaraj

Written by Vignesh Selvaraj

Python & Data Science engineer | Django + Docker + Cloud | Turning data into scalable solutions | Support my writing ☕ https://buymeacoffee.com/datascience.hub

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