machine learning

What does machine learning enable machines to do?

• Follow pre-programmed instructions strictly

• Learn independently with experience

• Only perform mathematical calculations

• Work only under human supervision

What is deep learning?

• A subset of artificial intelligence that requires human intervention

• A method of storing large amounts of data

• A subset of machine learning that mimics the human brain's learning process

• A technique used only for image processing

Which of the following is an example of machine learning mentioned in the text?

• A robot vacuum cleaner following a pre-programmed path

• AlphaZero learning to play chess at a superhuman level

• A calculator solving arithmetic problems

• A GPS device providing static directions

What is supervised learning?

• Learning where the model does not require any data

• Learning where the model is trained with labeled data

• Learning without any supervision or labeled data

• Learning only through human intervention

What is the role of a training dataset in supervised learning?

• It is ignored during the learning process

• It is used to teach the model and predict output
  

• It only helps in storing data, not learning

• It is used for final predictions but not for training

Which of the following is an example of a regression algorithm?

• Random Forest

• Linear Regression

• decision Tree

• Clusturing

Which of the following is NOT an example of a classification algorithm?

• Random Forest

• Decision Trees

• Polynomial Regression

• Logistic Regression

In reinforcement learning, what is the term used for the system that takes actions to maximize rewards?

• Model

• Agent

• Classifier

• Cluster

What is the main goal of clustering in machine learning?

• To classify data into predefined categories

• To group similar objects based on patterns in the data

• To predict future values

• To analyze labeled datasets

How does Google Maps use machine learning?

• It translates text into different languages

• It predicts the best route based on traffic conditions

• It provides online customer support

• It recognizes speech and converts it into text