Deep Learning - Computer Vision for Beginners Using PyTorch - Resize and Reshape Arrays

Deep Learning - Computer Vision for Beginners Using PyTorch - Resize and Reshape Arrays

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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This video tutorial introduces the creation and manipulation of arrays using the numpy library. It covers the shape attribute of arrays and explains how to use the resize and reshape methods to modify array dimensions. The tutorial provides examples of resizing arrays, including cases where the new array is larger than the original, and reshaping arrays while maintaining the total number of elements. Advanced techniques using the reshape method with the arange function are also demonstrated.

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3 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of the total number of elements when using the reshape function?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Describe how to use the reshape function with the array name directly.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

How can you generate an array using the a range function and reshape it in one line?

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