Data Science Articles

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Paul Barba Paul Barba
Updated on August 15, 2022

6 Ways to Combat Bias in Machine Learning

Data often reflects the biases that pervade the larger world. To make machine learning processes more equitable, we need to employ a variety of methods to eliminate bias.

Parul Pandey Parul Pandey
Updated on August 12, 2022

How to Automate Your Data Science Project Structure in 3 Easy Steps

Trying and failing to decipher your own codebase? Remember: Good code is its own best documentation.

Parul Pandey Parul Pandey
Updated on August 12, 2022

Beware of the Dummy Variable Trap in Pandas

Here are a few important caveats to keep in mind when you’re encoding data with pandas.get_dummies().

Parul Pandey Parul Pandey
Updated on August 12, 2022

Replicate GitHub-Style Contribution Plots for Your Time Series Data

Here’s how to heat up your heat maps and make sure they stand out.

Parul Pandey Parul Pandey
Updated on August 12, 2022

From Clipboard to DataFrame With Pandas: A Quick Guide

Read data directly from the clipboard without saving it first. Here’s how.

Parul Pandey Parul Pandey
Updated on August 12, 2022

10 Python Image Manipulation Tools You Can Try Today

Here’s an overview of some commonly used Python libraries that provide an easy and intuitive way to transform images.

Olusayo Adeleye Funke Aderonmu Olusayo Adeleye Funke Aderonmu
Updated on August 12, 2022

9 Black Women in Data Science You Should Know

In honor of #BlackinDataWeek, the Sadie Collective has a list of nine Black women data scientists to know.

Vatsal Patel Vatsal Patel
Updated on August 11, 2022

Markov Chain Explained

A Markov chain is a stochastic model that outlines the probability of a sequence of events occurring based on the previous event. Here’s what you need to know.

Image: Shutterstock / Built In
Zack Kertcher Zack Kertcher
Updated on August 10, 2022

Why You Shouldn’t Ignore Ad Hoc Analytics

To benefit from analytics more broadly, companies should facilitate linear data-focused operations while investing in discovery through nonlinear analytics.

Niklas Donges Niklas Donges
Updated on August 09, 2022

How to Build a Neural Network With Keras Using the IMDB Dataset

This neural network will predict the sentiment of user reviews in the famous IMDB dataset

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