2001, Data mining, Machine Learning and Testing

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

IBM Big Data Hub

JULY 6, 2023

While data science and machine learning are related, they are very different fields. In a nutshell, data science brings structure to big data while machine learning focuses on learning from the data itself. What is data science? What is machine learning?

Machine Learning

Machine Learning Data Science Statistics Deep Learning

ML internals: Synthetic Minority Oversampling (SMOTE) Technique

Domino Data Lab

MAY 20, 2021

Machine Learning algorithms often need to handle highly-imbalanced datasets. Their tests are performed using C4.5-generated 1988), E-state data (Hall et al., note that this variant “performs worse than plain under-sampling based on AUC” when tested on the Adult dataset (Dua & Graff, 2017). Chawla et al.,

Machine Learning

Machine Learning Metrics Data mining Knowledge Discovery

Data Leaders Brief

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

ML internals: Synthetic Minority Oversampling (SMOTE) Technique

Webinars

Stay Connected