Plotting
A Little Bit Of Extra Effort Can Hugely Transform Your Storytelling Skills
Always keep the viewer in mind.
Lesser Known
A collection of 23 posts
Python
A Nasty Hidden Feature of Python That Many Programmers Aren't Aware Of
...and counterintuitive when you discover it.
Plotting
Use Histograms With Caution. They Are Highly Misleading!
Instead, try these alternatives.
Lesser Known
A (Highly) Important Point to Consider Before You Use KMeans Next Time
Estimating the success rate of KMeans.
Python
Probably The Fastest Way To Execute Your Python Code
So the best way to speedup python is by not using python?
Plotting
A Simple Trick That Will Make Heatmaps More Elegant
Embedding the size component to a heatmap.
Lesser Known
Why Don't We Call It Logistic Classification Instead?
Start questioning the names of other algorithms too. It will be a fun activity.
Lesser Known
Why Is It Important To Shuffle Your Dataset Before Training An ML Model
…And what happens if you don't.
Run-Time Optimization
Why Are We Typically Advised To Never Iterate Over A DataFrame?
The core reason which very few told you about.
Python
Most Python Programmers Don't Know This About Python OOP
Demystifying the __init__() method.
Plotting
Who Said Matplotlib Cannot Create Interactive Plots?
Matplotlib is much more versatile than most of us think.
Plotting
Use Box Plots With Caution! They May Be Misleading.
Plotting
An Underrated Technique To Create Better Data Plots
No Code
The Pandas DataFrame Extension Every Data Scientist Has Been Waiting For
Lesser Known
Most Command-line Users Don't Know This Cool Trick About Using Terminals
Plotting
An Interesting and Lesser-Known Way To Create Plots Using Pandas
Lesser Known
Generate Helpful Hints As You Write Your Pandas Code
No Code
Draw The Data You Are Looking For In Seconds
Data Analysis
Stop Using The Describe Method in Pandas. Instead, use Summarytools.
NumPy
Pandas and NumPy Return Different Values for Standard Deviation. Why?
Lesser Known
How Would You Identify Fuzzy Duplicates In A Data With Million Records?
Lesser Known
Stop Previewing Raw DataFrames. Instead, Use DataTables.
Plotting