Predictive Analytics with TensorFlow 8.4: CNN-based Predictive Model for Sentiment Analysis

Predictive Analytics with TensorFlow 8.4: CNN-based Predictive Model for Sentiment Analysis

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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7 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What are the popular methods of predictive analytics mentioned in the text?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Why is the CNN model considered suitable for sentiment analysis?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe the structure of the CNN model as outlined in the text.

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of the embedding layer in the CNN model?

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

What preprocessing steps are necessary for the movie review data?

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6.

OPEN ENDED QUESTION

3 mins • 1 pt

How is the model evaluated after training according to the text?

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7.

OPEN ENDED QUESTION

3 mins • 1 pt

What performance metrics are used to assess the model's accuracy?

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