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Deep Learning Quiz

Authored by Rakesh MD

Computers

University

Used 1+ times

Deep Learning Quiz
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35 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is L2 regularization also known as?

Ridge Regression

Lasso Regression

Elastic Net

Decision Trees

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is Grid Search?

An algorithm for feature selection.

A method for exploring a range of hyperparameter combinations.

A method for data normalization.

A type of neural network architecture.

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does the ROC curve represent?

Trade-off between sensitivity and specificity.

Trade-off between precision and recall.

Trade-off between false positive rate and true positive rate.

Trade-off between accuracy and error rate.

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which optimization algorithm is most commonly used in deep learning?

K-Means

Stochastic Gradient Descent (SGD)

Principal Component Analysis (PCA)

Linear Regression

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is accuracy in the context of classification models?

The ratio of correctly predicted instances to the total instances.

The ratio of true positives to the total positive predictions.

The ratio of true positives to the total actual positives.

The ratio of false positives to the total predictions.

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is transfer learning?

Training a model from scratch on a new dataset.

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

Combining multiple models into an ensemble.

Using unlabeled data for training.

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does one-hot encoding do?

Converts categorical variables into binary vectors.

Normalizes numerical data.

Removes missing values.

Reduces dimensionality.

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