Archive - Daily Dose of Data Science

Regularize Neural Networks Using Label Smoothing

Make your model less overconfident.

4 hrs ago •

11 Ways to Determine Data Normality

A guide to plotting, statistical and distance methods.

May 4 •

Active Learning

Avoid tedious annotation tasks.

May 3 •

Create a Racing Bar Chart in Python

...in just a couple of lines of code.

May 2 •

Most Important Plots in Data Science

...in a single frame.

May 1 •

April 2024

LoRA-derived Techniques for Optimal LLM Fine-tuning

LoRA-variants explained in a beginner-friendly way.

Apr 30 •

Use Histograms with Caution

They can be misleading.

Apr 29 •

Why Don't We Invoke model.forward() in PyTorch?

Instead, we always invoke model(). Here's why.

Apr 28 •

Create a Moving Bubbles Chart in Python

...in just three lines of code.

Apr 27 •

How are QQ Plots Created?

Drawing a QQ plot from scratch.

Apr 26 •

25 Most Important Mathematical Definitions in Data Science

...in a single frame.

Apr 25 •

Build AI Copilots with Ease Using CopilotKit

A hands-on guide.

Apr 24 •

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