Artificial Intelligence Quiz

What does Artificial Intelligence (AI) primarily aim to achieve?

• Mimic human intelligence

• Replace all human jobs

• Create perfect robots

• Store large amounts of data

Which of the following is a subfield of AI?

• Data Mining

• Machine Learning (ML)

• Software Engineering

• Network Administration

What is the primary goal of reinforcement learning in AI?

• To memorize data

• To identify patterns in labeled data

• To maximize rewards by interacting with an environment

• To reduce algorithm complexity

What type of AI system is used in recommendation engines, such as those on Netflix or Amazon?

• Reinforcement Learning

• Natural Language Processing

• Collaborative Filtering

• Generative AI

What is "bias" in the context of AI and machine learning?

• A tendency for data to be unstructured

• A systematic error in the model that leads to inaccurate results

• The ability of a model to generalize to new data

• The total amount of training data

What does the term "overfitting" refer to in machine learning?

• A model that performs poorly on training data

• A model that memorizes training data and fails to generalize to new data

• A model that has too many features to process

• A model that cannot process unlabeled data

What is "feature selection" in machine learning?

• The process of predicting labels for data

• The process of choosing relevant data attributes for training

• The process of labeling data for supervised learning

• The process of testing a model on unseen data

What is the main challenge with using large datasets in AI?

• They are always inaccurate

• They require significant computational resources to process

• They are easy to manage

• They do not need preprocessing

Which of the following is a limitation of AI?

• It can analyze large datasets

• It lacks creativity and emotional intelligence

• It can make faster decisions than humans

• It can process multiple languages

What topics does the expanded quiz cover?

• AI, machine learning, deep learning

• History, geography, mathematics

• Literature, art, music

• Physics, chemistry, biology