Quiz on Artificial Intelligence and Machine Learning

What is the primary goal of Artificial Intelligence?

• To replace human jobs

• To develop faster computers

• To make computers perform tasks better than humans

• To create self-aware machines

Which algorithm is used to find the shortest path in a graph?

• A* Algorithm

• K-means Clustering

• Linear Regression

• Reinforcement Learning

What does Dijkstra's algorithm primarily focus on?

• Finding the shortest path

• Classifying data

• Clustering data

• Predicting outcomes

In which type of learning does the algorithm learn from labeled data?

• Reinforcement Learning

• Unsupervised Learning

• Deep Learning

• Supervised Learning

What is a classic example of supervised learning?

• Data visualization

• Spam email filter

• Game playing agent

• K-means clustering

What is the main purpose of reinforcement learning?

• To make decisions based on feedback

• To classify data

• To predict future outcomes

• To cluster similar data

Which of the following is a method used in unsupervised learning?

• Support vector machines

• K-means clustering

• Decision trees

• Linear regression

What does the A* algorithm combine to find the shortest path?

• Heuristic and Dijkstra's algorithm

• Linear regression and clustering

• Reinforcement learning and classification

• Unsupervised learning and supervised learning

What is the role of a heuristic in the A* algorithm?

• To classify data points

• To calculate the shortest path

• To estimate the cost to reach the goal

• To cluster similar items

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

• Reinforcement Learning

• Static Learning

• Unsupervised Learning

• Supervised Learning