CAHSI Workshop: Machine Learning

True or False: Machine Learning and Artificial Intelligence are exactly the same thing.

• True

• False

True or False: A machine learning model is a learned function.

• True

• False

A(n) _________ refers to a single example of the dataset, or a row in the table.

• Instance

• Feature

• Label

• Weight

True or False: Any feature of the data can be the label. It just depends on what you are trying to predict.

• True

• False

True or False: The goal of training is to learn the features and biases associated with each weight.

• True

• False

Predicting the breed of a dog is an example of a _________ machine learning problem.

• Regression

• Gradient Descent

• Classification

• Generalized

Regression is used to predict _________ values.

• True

• Complex

• Discrete

• Continuous

Machine learning models are trained using the _________ algorithm.

• Overfitting

• Gradient Descent

• Dijkstra's

• Bubble Sort

One pass of all the data through the model is called a(n) _________.

• Epoch

• Batch

• Dropout

• Weight

True or False: A small learning rate may cause your model to overshoot the minimum cost.

• False

• True