Python
Most Python Programmers Don't Know This About Python OOP
Demystifying the __init__() method.
Avi Chawla
367 posts published
Plotting
Who Said Matplotlib Cannot Create Interactive Plots?
Matplotlib is much more versatile than most of us think.
Plotting
Don't Create Messy Bar Plots. Instead, Try Bubble Charts!
A Bar Plot may not always be an apt choice.
Python
You Can Add a List As a Dictionary's Key (Technically)!
But it does not mean you should!
Machine Learning
Most ML Folks Often Neglect This While Using Linear Regression
Python
35 Hidden Python Libraries That Are Absolute Gems
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
Terminal
Supercharge Shell With Python Using Xonsh
Lesser Known
Most Command-line Users Don't Know This Cool Trick About Using Terminals
Plotting
A Simple Trick to Make The Most Out of Pivot Tables in Pandas
Python
Why Python Does Not Offer True OOP Encapsulation
Cool Tools
Never Worry About Parsing Errors Again While Reading CSV with Pandas
Plotting
An Interesting and Lesser-Known Way To Create Plots Using Pandas
Python
Most Python Programmers Don't Know This About Python For-loops
Python
How To Enable Function Overloading In Python
Lesser Known
Generate Helpful Hints As You Write Your Pandas Code
NumPy
Speedup NumPy Methods 25x With Bottleneck
Machine Learning
Visualizing The Data Transformation of a Neural Network
Python
Never Refactor Your Code Manually Again. Instead, Use Sourcery!
No Code
Draw The Data You Are Looking For In Seconds
Plotting
Style Matplotlib Plots To Make Them More Attractive
Run-Time Optimization
Speed-up Parquet I/O of Pandas by 5x
Python
40 Open-Source Tools to Supercharge Your Pandas Workflow
Data Analysis
Stop Using The Describe Method in Pandas. Instead, use Skimpy.
Python
The Right Way to Roll Out Library Updates in Python
Plotting
Simple One-Liners to Preview a Decision Tree Using Sklearn
Data Analysis
Stop Using The Describe Method in Pandas. Instead, use Summarytools.
Terminal