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Vanna: The Supercharged Text-to-SQL Tool All Data Scientists Were Looking For

Vanna: The Supercharged Text-to-SQL Tool All Data Scientists Were Looking For

Write complex SQL in seconds.

An Animated Guide to Bagging and Boosting in Machine Learning

An Animated Guide to Bagging and Boosting in Machine Learning

A step-by-step explanation.

What Makes Histograms a Misleading Choice for Data Visualisation?

What Makes Histograms a Misleading Choice for Data Visualisation?

...and here's how to prevent being misled by them.

Gradient Accumulation: Increase Batch Size Without Explicitly Increasing Batch Size

Gradient Accumulation: Increase Batch Size Without Explicitly Increasing Batch Size

An underrated technique to train neural networks in memory constrained settings.

11 Essential Plots That Data Scientists Use 95% of the Time

11 Essential Plots That Data Scientists Use 95% of the Time

Most important plots in data science.

Use The "Two Questions Technique" To Never Struggle With TP, TN, FP and FN Again

Use The "Two Questions Technique" To Never Struggle With TP, TN, FP and FN Again

An intuitive guide to binary classification prediction labeling.

Become a Trilingual Data Scientist with These 15 Pandas ↔ Polars ↔ SQL Translations

Become a Trilingual Data Scientist with These 15 Pandas ↔ Polars ↔ SQL Translations

Pandas to Polars to SQL translations in a single frame.

The Supercharged Version of KMeans That Deserves Much More Attention

The Supercharged Version of KMeans That Deserves Much More Attention

Robustify KMeans with centroid addition and removal.

Why Bagging is So Ridiculously Effective at Variance Reduction?

Why Bagging is So Ridiculously Effective at Variance Reduction?

Diving into the mathematical motivation for using bagging.

Your Random Forest Model is Never the Best Random Forest Model You Can Build

Your Random Forest Model is Never the Best Random Forest Model You Can Build

The coolest trick to improve random forest models.

Training and Inference Time Complexity of 10 Most Popular ML Algorithms

Training and Inference Time Complexity of 10 Most Popular ML Algorithms

...in a single frame.

"How" Python Prevents Us from Adding a List as a Dictionary's Key?

"How" Python Prevents Us from Adding a List as a Dictionary's Key?

Exploring the technical reason.

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