AI For Everyone: Part 1

AI programs are programs that can

• magically solve problems

• learn the same way humans learn

• always do what humans cannot do

• sense, reason, act, and adapt

Machine learning is different from traditional programming as it

• learns from data

• is manually determined and programmed

• is based on fixed rules

• Requires manual input

Which of the following describes Supervised Learning in Artificial Intelligence (AI)?

• A type of machine learning that looks for patterns in a data set with no pre-existing labels

• A computer software that monitors how students learn

• Teaching or training a machine using data which is labelled

• Software agents trying to explore the environment

Which of the following describes Unsupervised Learning in Artificial Intelligence (AI)?

• Removing irrelevant data from a training set

• Asking a human to provide answers to the computer

• Training a computer algorithm using data which is unlabeled and segmenting them into groups

• Classifying the data for a training set

Which of the following techniques should be used to determine whether the sentiment in a Facebook post is positive or negative?

• Classification

• Regression

• Traditional Programming

• Clustering

Which of the following techniques could allow Google's Gmail to identify spam or irrelevant emails in the inbox?

• Regression

• Traditional Programming

• Clustering

• Classification