Artificial Intelligence Flashcard

Front

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

Back

Mimic human intelligence

Front

Which of the following is a subfield of AI? Data Mining, Machine Learning (ML), Software Engineering, Network Administration

Back

Machine Learning (ML)

Front

What is the primary goal of reinforcement learning in AI?

Back

To maximize rewards by interacting with an environment

Front

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

Back

Collaborative Filtering

Front

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

Back

A systematic error in the model that leads to inaccurate results

Front

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

Back

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

Front

What is "feature selection" in machine learning?

Back

The process of choosing relevant data attributes for training.

Front

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

Back

They require significant computational resources to process

Front

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

Back

It lacks creativity and emotional intelligence

Front

What topics does the expanded quiz cover? AI, machine learning, deep learning; History, geography, mathematics; Literature, art, music; Physics, chemistry, biology

Back

AI, machine learning, deep learning