A2 - AI Quiz

What is the purpose of using graphs in Artificial Intelligence?

• To visualize data

• To create neural networks

• To store large datasets

• To aid in performing searches

Which algorithm is used to perform searches on a graph?

• A* algorithm

• Linear regression

• Gradient descent

• K-means clustering

What is the main purpose of Dijkstra's algorithm?

• To classify data

• To perform regression analysis

• To find the shortest path in a graph

• To train neural networks

Which of the following is NOT a type of machine learning?

• Graph learning

• Supervised learning

• Reinforcement learning

• Unsupervised learning

What is back propagation used for in machine learning?

• To update weights based on error

• To initialize weights

• To classify data

• To perform clustering

Which of the following is a category of machine learning?

• Supervised learning

• Data mining

• Data visualization

• Graph learning

What is the main goal of reinforcement learning?

• To classify data

• To find patterns in data

• To maximize cumulative reward

• To reduce dimensionality

Which method is used to perform searches on a graph?

• Gradient descent

• K-means clustering

• A* algorithm

• Linear regression

What is the purpose of a graph in AI?

• To visualize data

• To aid in performing searches

• To store large datasets

• To create neural networks

Which of the following is a type of learning in machine learning?

• Data visualization

• Data mining

• Graph learning

• Supervised learning