AI Blog

AI Blog

by Michele Laurelli

Dataset

Concept
Definition

A collection of data examples used for training, validation, or testing machine learning models.

Split into train/validation/test sets. Quality and size crucial for model performance. Can be labeled or unlabeled.

Examples

1

ImageNet dataset

2

Training set of 1000 images

3

MNIST handwritten digits

Michele Laurelli - AI Research & Engineering