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Introduction to Artificial Intelligence and Human Intelligence

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Introduction to Artificial Intelligence and Human Intelligence

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Questions and Answers

What is the primary goal of reinforcement learning?

To classify new patients as having diabetes or not

To detect anomalies and outliers

To group customers into different market segments

To adjust to dynamic conditions in order to achieve a certain objective (correct)

What is the main characteristic of unsupervised learning?

Labeled data is used to train a model

No labeled data is used (correct)

The system adjusts to dynamic conditions to achieve an objective

The goal is to classify new patients as having diabetes or not

Which of the following is an example of supervised learning?

Learning a spam filter from labeled emails (correct)

Adjusting to dynamic conditions to achieve an objective

Detecting anomalies and outliers in a dataset

Grouping news articles into sets of articles about the same story

What is the second step in the supervised learning pipeline?

Clean, prepare and manipulate data Signup and view all the answers

What is the purpose of the testing data in the supervised learning pipeline?

To evaluate the performance of the trained model Signup and view all the answers

What is the primary distinction between humans and machines in terms of learning?

Machines can learn without being explicitly programmed, but humans cannot Signup and view all the answers

Which of the following is NOT a characteristic of human intelligence?

The ability to run for a long period of time Signup and view all the answers

What is the primary application of supervised learning in real-world scenarios?

Face and Speech Recognition Signup and view all the answers

Which of the following is a foundation of AI that is NOT related to computer science?

Economics Signup and view all the answers

What is the primary difference between machine learning and human learning?

Humans learn from experience, but machines learn from data Signup and view all the answers