Machine Learning Articles

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Sara A. Metwalli Sara A. Metwalli
Updated on March 07, 2023

What Is Data Validation?

Data validation is an essential step in any data workflow. Here’s everything you need to know about data validation types and how to do it yourself.

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Abhijeet Pujara Abhijeet Pujara
Updated on March 07, 2023

Image Classification With MobileNet

MobileNet is a mobile-first class of CNN that was open-sourced by Google and provides a starting point for training classifiers through a lightweight model.

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Eric Kleppen Eric Kleppen
Updated on March 03, 2023

What Is Sentiment Analysis?

We use sentiment analysis to gain insights into a target audience’s feelings about a particular topic. Here are the basics of sentiment analysis types and techniques.

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Akash Desarda Akash Desarda
Updated on February 28, 2023

Understanding the AdaBoost Algorithm

AdaBoost helps combine multiple “weak classifiers” into a single “strong classifier.”

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Mohammed Alhamid Mohammed Alhamid
Updated on February 22, 2023

Ensemble Models: What Are They and When Should You Use Them?

Sometimes one model isn’t enough. In this guide to ensemble models, I’ll walk you through how (and when) to use ensemble techniques for your machine learning models.

Valentina Alto Valentina Alto
Updated on February 14, 2023

Understanding Ordinary Least Squares (OLS) Regression

Linear regression is employed in supervised machine learning tasks. OLS regression can be used to obtain a straight line as close as possible to your data points.

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KSV Muralidhar KSV Muralidhar
Updated on February 08, 2023

Demystifying R-Squared and Adjusted R-Squared

Adjusted R-squared is a reliable measure of goodness of fit for multiple regression problems. Discover the math behind it and how it differs from R-squared.

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Giorgos Myrianthous Giorgos Myrianthous
Updated on February 01, 2023

What Is a Data Set?

Data sets are the basis for many of the techniques performed in data science and machine learning. Here, our expert explains what you need to know.

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Gordon Gottsegen Gordon Gottsegen
Updated on January 30, 2023

Machine learning is changing the way retailers do business

Retailers use machine learning to give shoppers a more personal experience, and businesses are profiting as a result.

Alexandre Zajic Alexandre Zajic
Updated on January 30, 2023

What Is Akaike Information Criterion (AIC)?

AIC is a test with a single number score that determines which machine learning model is best for a given data set. Here’s what you need to know.

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