Data Science Articles

Sorted By: Most Recent
Sadrach Pierre Sadrach Pierre
Updated on May 31, 2023

A Guide to Outlier Detection in Python

Outlier detection is the process of identifying data points that have extreme values compared to the rest of the distribution. Learn three methods of outlier detection in Python.

Image: Shutterstock / Built In
Sean Benhur Sean Benhur
Updated on May 31, 2023

Guide to Meta Learning

Meta learning helps models learn new, unseen tasks on their own.

Image: Shutterstock / Built in
Ines Lee Ines Lee
Updated on May 31, 2023

A Beginner’s Guide to Dot Notation

Dot notation is a syntax used in programming languages like Python to access an object’s attributes and methods, making it easier to search complex data structures. Here’s what you need to know. 

Image: Shutterstock / Built In
Will Koehrsen Will Koehrsen
Updated on May 30, 2023

How to Mind Goodhart’s Law and Avoid Unintended Consequences

One of the first steps to solving a problem — data science or otherwise — is determining the right metrics to gauge success. Choose wisely.

Image: Shutterstock
Ellen Glover Ellen Glover
Updated on May 19, 2023

What Is Natural Language Generation?

NLG models produce text and speech that is so natural, you’d think a human did it.

Image: Ascannio / Shutterstock / Built In
Manasi Vartak Manasi Vartak
Updated on May 18, 2023

Responsible AI Explained

Responsible AI is a framework for developing AI safely and ethically based on the five core principles of fairness, transparency, accountability, privacy and safety. Here’s what you need to know. 

Image: Shutterstock / Built In
K. Jagathish K. Jagathish
Updated on May 17, 2023

How to Find Values in a JavaScript Array

Finding a value in an array is useful for effective data analysis. Learn how to discover what a JavaScript Array contains using indexOf, includes, for loop, some methods and more.  

Image: Shutterstock / Built In
Badreesh Shetty Badreesh Shetty
Updated on May 16, 2023

An In-Depth Guide to How Recommender Systems Work

You might also like to know how programs know what you want before you do.

Image: Shutterstock / Built In
Stephen Gossett Stephen Gossett
Updated on May 16, 2023

12 Data Science Programming Languages to Know

Python, R, SQL and more — check out the best programming languages for data science.

Image: Shutterstock
Srishti Saha Srishti Saha
Updated on May 16, 2023

Covariance vs. Correlation: Differences to Know

Most articles on probability and statistics presume a basic understanding of covariance and correlation, but what do these concepts actually mean?

Related Topics