AI and Machine Learning Quiz

What does AI stand for?

• Automated Intelligence

• Artificial Intelligence

• Advanced Integration

• Autonomous Interaction

What is the primary goal of machine learning?

• To automate tasks

• To enable machines to learn from data

• To replace human intelligence

• To create robots

Which of the following is a type of machine learning?

• Supervised learning

• Unsupervised learning

• Reinforcement learning

• All of the above

What is a neural network?

• A type of database

• A model inspired by the human brain

• A programming language

• A network of computers

What is overfitting in machine learning?

• When a model is too simple

• When a model performs well on training data but poorly on new data

• When a model is trained with insufficient data

• When a model is too complex

What is the main difference between supervised and unsupervised learning?

• Supervised learning uses labeled data; unsupervised does not.

• Unsupervised learning requires more data.

• Supervised learning is faster.

• There is no difference.

What does 'training data' refer to?

• Data used to evaluate a model

• Data used to improve model performance

• Data used to test a model

• Data used to initialize a model

What is the main advantage of using deep learning?

• It requires less data

• It can automatically extract features from raw data

• It is easier to interpret

• It is always more accurate

Which of the following is a common application of AI?

• Image recognition

• Natural language processing

• Autonomous vehicles

• All of the above

What is 'transfer learning'?

• A method of learning from data in real-time

• Using a pre-trained model on a new but related task

• Learning from multiple datasets simultaneously

• A technique for dimensionality reduction