Test Your Understanding of Machine Learning Fundamentals

A technique that uses mathematics and statistics to create a model that can predict unknown values (correct)

A type of bicycle used for rentals

A new type of business model for Adventure Works Cycles

A way to predict the weather conditions for a given day

There is no difference between supervised and unsupervised machine learning

Supervised machine learning starts with a dataset without known label values, while unsupervised machine learning requires a dataset with known label values

Supervised machine learning involves creating regression models, while unsupervised machine learning involves creating classification models

Supervised machine learning requires a dataset with known label values, while unsupervised machine learning starts with a dataset without known label values (correct)

A type of unsupervised machine learning task that involves grouping similar data points together (correct)

A type of machine learning that involves creating classification models

A type of machine learning that involves predicting unknown values using mathematics and statistics

A type of supervised machine learning task that involves creating regression models