Introduction to AI

What are the two main types of supervised machine learning? (Select all that apply)

• Classification

• Clustering

• Regression

• Association

In classification method, prediction is made based on what type of variable?

Stock price forecasting falls under which type of machine learning?

• Unsupervised Machine Learning

• Supervised Machine Learning

Netflix movie suggestion is made by grouping similar data points together based on their features. What type of unsupervised machine learning is this?

• Regression

• Association

• Clustering

• Classification

This type of learning maximize rewards based on their interaction with the environment

What is Deep Learning?

• A technique for storing large amounts of data in a cloud-based environment

• A subset of machine learning that uses neural networks with many layers to model complex patterns in data.

• A programming language used for developing artificial intelligence applications

• A method of data preprocessing that removes noise from datasets

What is one way to navigate legal and ethical risks in AI?

• Ignoring the potential biases in AI systems

• Using personal data without obtaining consent

• Ensuring AI systems are transparent and their decision-making processes are understandable

• Delegating all control to AI systems without human oversight

Sentiment Analysis and Information Extraction are some examples of _______

• Computer vision

• Natural Language Processing

• Data Mining

• Deep Learning

How does unsupervised machine learning differ from supervised machine learning?

• Unsupervised learning does not use labeled data, whereas supervised learning uses labeled data

• Unsupervised learning is used primarily for regression tasks, while supervised learning is used primarily for clustering tasks

• Unsupervised learning requires more data pre-processing than supervised learning

What technique is used to determine whether the image is cat or dog?

• Text classification

• Image classification

• Reinforcement Learning

• Clustering