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Improve Matplotlib Plot Quality

Improve Matplotlib Plot Quality

A hidden Matplotlib hack waiting to be discovered.

What Happens When You Append Rows to a Pandas DataFrame

What Happens When You Append Rows to a Pandas DataFrame

Understanding the internal working of Pandas DataFrame.

Conformal Predictions: Build Confidence in Your ML Model's Predictions

Conformal Predictions: Build Confidence in Your ML Model's Predictions

A step towards building and using ML models reliably.

Random Forest vs. ExTra Trees

Random Forest vs. ExTra Trees

"ExTra" does not mean more.

Logistic Regression Cannot Perfectly Model Well-separated Classes

Logistic Regression Cannot Perfectly Model Well-separated Classes

But isn't well-separated data easiest to separate?

How does “Python -m” Work?

How does “Python -m” Work?

Understanding the utility of ‘-m’ flag in Python.

9 Python Command Line Flags

9 Python Command Line Flags

Commonly used Python command-line options in a single frame.

Where Did the Regularization Term Originate From?

Where Did the Regularization Term Originate From?

An intuitive and probabilistic guide to regularization.

Visualize Skewed Geographical Data

Visualize Skewed Geographical Data

A lesser-known technique to counter skewness.

Quantization: Run ML Models on Tiny Hardware

Quantization: Run ML Models on Tiny Hardware

A must-know skill for ML engineers.

Shape The Daily Dose of Data Science Newsletter

Shape The Daily Dose of Data Science Newsletter

Help this newsletter grow.

The Right Way to Use Multiple Embedding Models

The Right Way to Use Multiple Embedding Models

A mistake that often goes unnoticed.

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