2001, Article, Data mining and Testing

Data science vs. machine learning: What’s the difference?

IBM Big Data Hub

JULY 6, 2023

The term data science was first used in the 1960s when it was interchangeable with the phrase “computer science.” ” “Data science” was first used as an independent discipline in 2001. Both data science and machine learning are used by data engineers and in almost every industry.

Machine Learning

Machine Learning Data Science Statistics Deep Learning

ML internals: Synthetic Minority Oversampling (SMOTE) Technique

Domino Data Lab

MAY 20, 2021

In this article we discuss why fitting models on imbalanced datasets is problematic, and how class imbalance is typically addressed. Their tests are performed using C4.5-generated 1988), E-state data (Hall et al., Data mining for direct marketing: Problems and solutions. Chawla et al., 1998) and others).

Machine Learning

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Data science vs. machine learning: What’s the difference?

ML internals: Synthetic Minority Oversampling (SMOTE) Technique

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