Lesser Known

Build AI Copilots with Ease Using CopilotKit

A hands-on guide.

9 hrs ago •

8 Fatal (Yet Non-obvious) Pitfalls in Data Science

...and how to identify and handle them.

Apr 23 •

Intrinsic Measures for Clustering Evaluation

Three reliable methods for clustering evaluation.

Apr 22 •

Function Overloading in Python

A missing element of Python OOP.

Apr 21 •

Train Classical ML Models on Large Datasets

Extending the Bagging objective.

Apr 18 •

How To Avoid Getting Misled by t-SNE Projections?

Some key and lesser-known observations from t-SNE results.

Apr 17 •

Enrich Matplotlib Plots with Inset Axis

Guide the viewer’s attention.

Apr 16 •

5 Must-Know Ways to Test ML Models in Production

...with implementation.

Apr 14 •

Enrich Matplotlib Plots with Annotations

Guide the viewer’s attention.

Apr 13 •

Train and Test-time Data Augmentation

More data from existing data.

Apr 12 •

and

Why Pandas DataFrame Iteration is Slow?

No, vectorization is not the answer!

Apr 11 •

Condense Random Forest into a Decision Tree

Preserve generalization power while reducing run-time.

Apr 9 •

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