Supervised Learning Articles

Sorted By: Most Recent
Stephen Gossett Stephen Gossett
Updated on April 09, 2025

Building a Machine Learning Pipeline? Here’s What You Need to Know.

Automate and replicate without bursting your architecture.

Supervised Learning
Machine Learning
Data Science
Building a Machine Learning Pipeline? Here’s What You Need to Know.
Jenny Lyons-Cunha Jenny Lyons-Cunha
Updated on April 01, 2025

#AllClimbAllTheTime: The Programs Elevating DISH’s World-Class Leadership Development

DISH believes opportunity is its greatest benefit — and that means preparing its team members for their next step. Built In sat down with three members of its leadership development team to find out how DISH cultivates greatness.

Career Development
Supervised Learning
Employer Branding
Photo of audience of DISH employees at a large presentation
Brand Studio Logo
Harshil Patel Harshil Patel
Updated on November 07, 2024

Feature Engineering Explained

Feature engineering is the process of selecting, manipulating and transforming raw data into features that can be used in supervised learning.

Expert Contributors
Artificial Intelligence
Machine Learning
Image: Shutterstock / Built In
Ellen Glover Ellen Glover
Updated on October 17, 2024

AutoML: What Is Automated Machine Learning?

Automated machine learning (AutoML) refers to automating the tasks of building machine learning models. Here’s a closer look at why the technology matters, its pros and cons, how it’s being used and what it means for the future of data scientists.

Data Science
Machine Learning
Machine Learning Algorithms
Image: Shutterstock / Built In
Jacob Biba Jacob Biba
Updated on July 18, 2024

4 Types of Machine Learning to Know

Machines are using the abundance of today's data to learn just like humans do.

Machine Learning
Artificial Intelligence
Machine Learning Algorithms
Image: Shutterstock
Ashwin Raj Ashwin Raj
Updated on February 14, 2024

How to Build a Logistic Regression Model for Classification

Logistic regression is a classification technique that identifies the best fitting model to describe the relationship between the dependent and independent variables in a data set.

Expert Contributors
Machine Learning Algorithms
Data Science
Image: Shutterstock / Built In
Lisa Bertagnoli Lisa Bertagnoli
Updated on January 09, 2024

What Is Human in the Loop (HITL) in Machine Learning?

Human in the loop enables humans to refine machine learning models.

Machine Learning Algorithms
Predictive Analytics
Machine Learning
Image: Shutterstock / Built In
Noa Heinrich Noa Heinrich
Updated on November 17, 2023

Machine Learning Basics: An Introduction to Fundamental Concepts

Here’s what you need to know about machine learning.

Expert Contributors
Data Science
Machine Learning Algorithms
Image: Shutterstock / Built In
Anthony Corbo Anthony Corbo
Updated on November 07, 2023

What Is Unsupervised Learning?

Unsupervised learning is a form of machine learning that involves processing unlabeled data inputs and outputs in order to predict outcomes.

Expert Contributors
Supervised Learning
Machine Learning
Image: Shutterstock / Built In
Anthony Corbo Anthony Corbo
Updated on November 07, 2023

What Is Supervised Learning?

Supervised learning is an approach to machine learning that uses labeled data sets to train algorithms in order to properly classify data and predict outcomes.

Expert Contributors
Supervised Learning
Data Science
Image: Shutterstock / Built In