Ai & ML

1. What is the primary difference between AI and ML?

• a) AI is a subset of ML

• b) ML is a subset of AI

• c) AI and ML are the same

• d) AI only uses deep learning

2. Which type of ML requires labeled data for training?

• a) Supervised Learning

• b) Unsupervised Learning

• c) Reinforcement Learning

• d) None of the above

3. What is the purpose of a loss function in ML?

• a) To increase accuracy

• b) To measure how well a model performs

• c) To generate new data

• d) To store training samples

4. Which algorithm is best suited for classification problems?

• a) K-Means Clustering

• b) Linear Regression

• c) Decision Trees

• d) Principal Component Analysis (PCA)

5. What is Machine Learning?

• a) A way for computers to learn from data without being explicitly programmed

• b) A type of manual coding

• c) A hardware component

• d) A programming language

6. Which of the following is NOT a type of Machine Learning?

• a) Supervised Learning

• b) Unsupervised Learning

• c) Reinforcement Learning

• d) Manual Learning

7. Which programming language is commonly used in AI and ML?

• a) Python

• b) HTML

• c) CSS

• d) SQL

9. What is the main goal of AI?

• a) To replace all human jobs

• b) To create intelligent systems that can mimic human behavior

• c) To make computers slower

• d) To develop new programming languages

10. Which of the following is an application of AI?

• a) Chatbots

• b) Speech recognition

• c) Image processing

• d) All of the above

11. Which of these is an AI-powered voice assistant?

• a) Google Assistant

• b) Siri

• c) Alexa

• d) All of the above