machinelearning-3

machinelearning-3

Professional Development

6 Qs

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machinelearning-3

machinelearning-3

Assessment

Quiz

Engineering

Professional Development

Practice Problem

Hard

Created by

Rathy Ananth

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6 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the primary goal of linear regression? 

To classify data points into different categories.

To find the line of best fit for a set of data points.

To cluster data points into groups based on similarity.

To predict a categorical outcome.

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following is a common metric used to evaluate the performance of a linear regression model? 

Accuracy

Precision

F1-score

Mean Squared Error 

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is an epoch in deep learning?

The number of layers in a neural network

The number of training examples in a dataset

The number of times the entire dataset is passed through the neural network during training

The number of neurons in a layer

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the purpose of a recurrent neural network (RNN)?

To handle sequential data

To classify images

To perform dimensionality reduction

To generate synthetic data

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which deep learning technique is used for generating new, realistic data samples?

Reinforcement Learning

Transfer Learning

Convolutional Neural Networks (CNNs)

Generative Adversarial Networks (GANs)

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main advantage of using Convolutional Neural Networks (CNNs) for image processing?

They require a specific type of image format
They can only process grayscale images
They are limited to small image sizes
They can automatically detect and learn features from images