Recommender Systems Complete Course Beginner to Advanced - Project Amazon Product Recommendation System: Accuracy Versus

Recommender Systems Complete Course Beginner to Advanced - Project Amazon Product Recommendation System: Accuracy Versus

Assessment

Interactive Video

Computers

10th - 12th Grade

Hard

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The video tutorial demonstrates how to plot and compare the accuracy of top 100 and top 10 recommendations using matplotlib. It begins with setting up the plot size, calculating the number of validation runs, and determining epochs. The tutorial then guides through plotting the top 100 and top 10 categorical accuracies, labeling them appropriately, and finalizing the plot with titles and labels. The video concludes with a brief discussion on the results and the next steps for making predictions.

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7 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the fixed size set for the plot in the text?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

How is the number of validation runs determined in the text?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What command is used to create a range for the epochs?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

What does the author suggest to plot for showcasing accuracy?

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5.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the title suggested for the plot comparing top 100 and top 10 recommendations?

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6.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the final step mentioned in the text after plotting the data?

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7.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of the training accuracy compared to validation accuracy as mentioned in the text?

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