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Introduction to Machine Learning Quiz

Authored by Mitchell Lloyd

Computers

12th Grade

Introduction to Machine Learning Quiz
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15 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the primary goal of machine learning?

To create machines that can think like humans

To enable computers to learn from data and make predictions

To replace human jobs with robots

To develop new hardware for computers

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following is a type of machine learning?

Supervised learning

Unsupervised learning

Reinforcement learning

All of the above

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

In supervised learning, what are the two main types of tasks?

Classification and clustering

Regression and classification

Clustering and association

Regression and reinforcement

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following is an example of a supervised learning algorithm?

K-means clustering

Decision tree

Apriori algorithm

Genetic algorithm

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the purpose of a training dataset in machine learning?

To test the model's performance

To train the model to learn patterns

To validate the model's accuracy

To deploy the model in production

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following is a common metric used to evaluate classification models?

Mean squared error

Accuracy

R-squared

Root mean square error

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is overfitting in machine learning?

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

When a model performs well on both training and new data

When a model performs poorly on both training and new data

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

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