10 Popular Machine Learning Datasets, Explained

10 Popular Machine Learning Datasets, Explained

Assessment

Interactive Video

Computers

9th - 12th Grade

Hard

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Quizizz Content

FREE Resource

The video tutorial provides an overview of 10 popular data sets used in machine learning, explaining their applications and significance. It covers data sets like Boston Housing Prices, Iris, Wisconsin Breast Cancer, MNIST, Fashion MNIST, CIFAR-10, Imagenet, YouTube 8M, Sentiment 140, and 20 News Groups. Each data set is discussed in terms of its size, purpose, and the type of models it is used for, offering insights into their practical applications in machine learning research and development.

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3 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is MNIST and why is it commonly used in machine learning?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Discuss the challenges associated with the YouTube 8M Data set.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the Sentiment 140 database and how was it created?

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