Python
Newsletter
A collection of 97 posts
Machine Learning
Is This The Best Animated Guide To KMeans Ever?
Machine Learning
An Effective Yet Underrated Technique To Improve Model Performance
Plotting
Create Data Plots Right From The Terminal
Plotting
Make Your Matplotlib Plots More Professional
Python
37 Hidden Python Libraries That Are Absolute Gems
Cool Tools
Preview Your README File Locally In GitHub Style
NumPy
Pandas and NumPy Return Different Values for Standard Deviation. Why?
Cool Tools
Visualize Commit History of Git Repo With Beautiful Animations
Python
Perfplot: Measure, Visualize and Compare Run-time With Ease
No Code
This GUI Tool Can Possibly Save You Hours Of Manual Work
Lesser Known
How Would You Identify Fuzzy Duplicates In A Data With Million Records?
Lesser Known
Stop Previewing Raw DataFrames. Instead, Use DataTables.
Python
🚀 A Single Line That Will Make Your Python Code Faster
Plotting
Prettify Word Clouds In Python
Machine Learning
How to Encode Categorical Features With Many Categories?
Plotting
Calendar Map As A Richer Alternative to Line Plot
Python
10 Automated EDA Tools That Will Save You Hours Of (Tedious) Work
Machine Learning
Why KMeans May Not Be The Apt Clustering Algorithm Always
Python
Converting Python To LaTeX Has Possibly Never Been So Simple
Plotting
Density Plot As A Richer Alternative to Scatter Plot
Python
30 Python Libraries to (Hugely) Boost Your Data Science Productivity
Sklearn
Sklearn One-liner to Generate Synthetic Data
Cool Tools
Label Your Data With The Click Of A Button
NumPy
Polynomial Linear Regression with NumPy
Pandas
Alter the Datatype of Multiple Columns at Once
Pandas
Datatype For Handling Missing Valued Columns in Pandas
Run-Time Optimization
Parallelize Pandas with Pandarallel
Run-Time Optimization
Why you should not dump DataFrames to a CSV
Python