Data Science Articles

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Sparsh Gupta Sparsh Gupta
Updated on August 25, 2022

Why Is Logistic Regression a Classification Algorithm?

Log odds, the baseline of logistic regression, explained.

Sparsh Gupta Sparsh Gupta
Updated on August 25, 2022

Anscombe’s Quartet: What Is It and Why Do We Care?

Before analyzing your data and building your model, you must first plot the data set. Anscombe’s quartet shows us why.

Shawhin Talebi Shawhin Talebi
Updated on August 25, 2022

Fourier vs. Wavelet Transform: What’s the Difference?

Learn how wavelet transforms work and how to do it yourself in this step-by-step tutorial.

Sean Benhur Sean Benhur
Updated on August 25, 2022

A Friendly Introduction to Siamese Networks

You don’t always need a lot of data to train your machine learning model. Here’s how to do it with just a few images per class.

Claudiu Clement Claudiu Clement
Updated on August 24, 2022

The Difference Between Standard Deviation and Standard Error

Standard deviation measures the dispersion of data in relation to the mean, while standard error indicates the precision of the estimate of the sample mean. Here’s how to find them.

Image: Shutterstock / Built In
Badreesh Shetty Badreesh Shetty
Updated on August 24, 2022

What Is the Curse of Dimensionality?

Machine learning excels at analyzing data with many dimensions, but it becomes more challenging to create meaningful models as the number of dimensions increase.

Image: Shutterstock
Sara A. Metwalli Sara A. Metwalli
Updated on August 23, 2022

6 New Awesome Features in Python 3.10

Python 3.10 is out and a lot has changed. Here’s what you need to know.

Sara A. Metwalli Sara A. Metwalli
Updated on August 23, 2022

Python Databases 101: How to Choose a Database Library

Whether you’re looking for SQL or NoSQL, here’s everything you need to know about choosing a Python database library for your project.

Sara A. Metwalli Sara A. Metwalli
Updated on August 23, 2022

Publish Your Python Code to PyPI in 5 Simple Steps

Packaging and distributing your work doesn’t need to be such a painstaking task.

Sara A. Metwalli Sara A. Metwalli
Updated on August 23, 2022

5 Ways to Learn Git and Version Control

Version control is hard to learn, but it doesn’t have to be! These five resources can help you get Git.

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