AI and Machine Learning Quiz

What does AI stand for?

• Automated Intelligence

• Artificial Intelligence

• Automatic Input

• Advanced Internet

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

• Supervised Learning

• Unsupervised Learning

• Reinforcement Learning

• Autonomous Learning

In Supervised Learning, the model learns from:

• Unlabeled data

• Data with labels

• No data

• Randomly generated numbers

Which of the following is an example of Supervised Learning?

• Spam email detection

• Customer segmentation

• K-Means Clustering

• Random selection

What does Unsupervised Learning do?

• Learns from labeled data

• Finds hidden patterns in data

• Always requires a teacher

• Follows predefined rules

Which programming language is most commonly used in AI?

• Python

• C++

• Java

• HTML

What is the main purpose of the NumPy library in Python?

• Creating websites

• Image processing

• Numerical computing

• Text editing

What does Pandas help with in Python?

• Game development

• Data analysis and manipulation

• Artificial Intelligence

• Hardware programming

Matplotlib is used for:

• Data visualization

• Speech recognition

• Object detection

• Predicting stock prices

What does Feature Scaling do in ML?

• Adds new data

• Normalizes data to improve model performance

• Increases dataset size

• Removes unwanted data