Daily Dose of Data Science

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🚀 Jupyter Notebook + Spreadsheet + AI — All in One Place With Mito
Boost your data analysis with automatic code generation.
 • 
Avi Chawla
1
Nine Most Important Distributions in Data Science
...in a single frame
The Limitation of Linear Regression Which is Often Overlooked By Many
...and how to address it.
 • 
Avi Chawla
A Reliable and Efficient Technique To Measure Feature Importance
Measure feature importance through chaos.
 • 
Avi Chawla
Does Every ML Algorithm Rely on Gradient Descent?
If not, which ones don't?
 • 
Avi Chawla
1
Why Sklearn's Linear Regression Has No Hyperparameters?
Did Sklearn miss something or did we miss something?
 • 
Avi Chawla
Enrich The Default Preview of Pandas DataFrame with Jupyter DataTables
Don't print raw DataFrames.
 • 
Avi Chawla
Visualize The Performance Of Linear Regression With This Simple Plot
Assumption turned into performance validation.
 • 
Avi Chawla
2
Enrich Your Heatmaps With This Simple Trick
Embedding the size component to a heatmap.
 • 
Avi Chawla
May 2023
Confidence Interval and Prediction Interval Are Not The Same
Here's the difference and what makes them important.
 • 
Avi Chawla
The Ultimate Categorization of Performance Metrics in ML
Regression and classification metrics in a single frame.
 • 
Avi Chawla
The Coolest Matplotlib Hack to Create Subplots Intuitively
One of the best Matplotlib hacks you will ever see.
 • 
Avi Chawla
1
© 2023 Avi Chawla
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