Artificial intelligence and machine learning

To memorize the training data.

To learn patterns that can generalize to new data.

To always produce perfect predictions.

To replace all human decision making.

Generative Artificial Intelligence is limited to creating only text-based content.

Chatbots simulate natural conversations using Large Language Models.

In supervised learning, data is grouped into clusters based on similarities without predefined labels.

A regressor is used to predict a categorical label for a data point.

A method that uses simple linear equations only.

A method that groups data without any labels.

A method based on neural networks with many layers.

A method that always provides the smallest possible model.

A small file used to test chatbots during conversations.

A collection of labeled responses manually written by developers.

A large file containing data used to train machine learning algorithms, often loaded into DataFrames in Python.

A predefined set of categories used for clustering algorithms.