Data Science Articles

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Mrinal Tyagi Mrinal Tyagi
Updated on March 24, 2025

Image Segmentation Explained

Image segmentation separates an image into groups of pixels based on variables like proximity to one another, color and brightness for faster processing. Here’s a deep dive into different image segmentation techniques and how each works.

Image: Mrinal Tyagi / Built In
Afroz Chakure Afroz Chakure
Updated on March 20, 2025

What Is Decision Tree Classification?

A classification tree is a type of decision tree used to predict categorical or qualitative outcomes from a set of data observations.

Image: Shutterstock / Built In
Przemek Chojecki Przemek Chojecki
Updated on March 20, 2025

How to Develop a Clear Data Science Strategy for Your Business

Acquiring data is easy nowadays. To make it useful, though, you need to develop a coherent plan for data usage.

How to Develop a Clear Data Science Strategy for Your Business
Stephen Gossett Stephen Gossett
Updated on March 20, 2025

Hadoop Ruled the Early Big Data Era. Can It Rise Again?

Cloud competition has humbled the onetime watershed. Cloudera’s new distribution aims to restore former glory.

Hadoop Ruled the Early Big Data Era. Can It Rise Again?
Neil Daswani and Moudy Elbayadi Neil Daswani and Moudy Elbayadi
Updated on March 20, 2025

3 Pragmatic Root Causes of Data Breaches

At the highest level, cybersecurity breaches are the result of one of three problems: lack or prioritization, lack of investment or poor execution of security procedures.

3 Pragmatic Root Causes of Data Breaches
Jeff Link Jeff Link
Updated on March 20, 2025

Smart Thermometer Data Suggests Social Distancing Is Working

Kinsa’s online “Health Weather” map shows U.S. fever incidence declining, likely due to widespread social distancing.

Smart Thermometer Data Suggests Social Distancing Is Working
Rushikesh Pupale Rushikesh Pupale
Updated on March 19, 2025

An Introduction to Support Vector Machine (SVM) in Python

A support vector machine is a supervised machine learning algorithm used for classification and regression tasks. Learn how it works and how to implement it in Python.

Image: Shutterstock / Built In
Erin Hamm Erin Hamm
Updated on March 17, 2025

The Crawl-Walk-Run Approach to Generative AI Security

Rushing to adopt the latest generative AI security tools can create larger problems in the future. Here’s why a slower, simpler approach is better. 

Image: Shutterstock / Built In
Aria Voron Aria Voron
Updated on March 17, 2025

How to Supercharge Your Data Visualization and Reporting With AI

Too many companies create a huge stack of reports that nobody ever uses. Here’s how to change that.

Image: Shutterstock / Built In
Stephen Gossett Stephen Gossett
Updated on March 14, 2025

19 Natural Language Processing Examples to Know

The ability of computers to quickly process and analyze human language is transforming everything from translation services to human health.

Image: Shutterstock

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