POE - Understanding Artificial Intelligence

What is the primary goal of Artificial Intelligence?

• To create machines that can only perform calculations

• To replace all human jobs

• To simulate human intelligence in machines

• To develop video games

Which of the following is a subfield of AI?

• Quantum Computing

• Virtual Reality

• Blockchain

• Machine Learning

What is the K-Nearest-Neighbor (KNN) algorithm used for?

• Predicting behavior based on data

• Building hardware components

• Encrypting data

• Designing user interfaces

What type of machine learning uses labeled data sets?

• Deep Learning

• Reinforcement Learning

• Unsupervised Learning

• Supervised Learning

Which machine learning type searches for patterns in unlabeled data?

• Reinforcement Learning

• Supervised Learning

• Transfer Learning

• Unsupervised Learning

What is the main characteristic of reinforcement learning?

• Simulating human emotions

• Finding patterns in data

• Using labeled data

• Learning through trial and error

What is an example of a task that AI can perform?

• Writing novels

• Building houses

• Cooking meals

• Recognizing and remembering objects and faces

Why is programming a computer to recognize handwritten text challenging?

• Because it requires expensive hardware

• Because of the variety of handwriting styles

• Because handwriting is not digital

• Because computers cannot read

What does the K value in KNN represent?

• The type of data used

• The size of the data set

• The speed of the algorithm

• The number of nearest neighbors

What is a common application of supervised machine learning?

• Identifying pictures of dogs

• Predicting weather patterns

• Designing video games

• Building robots