Fundamentals of Neural Networks - Lab 2 - Introduction to TensorFlow — Remove the Throat-Clearing Sound in the Start of

Fundamentals of Neural Networks - Lab 2 - Introduction to TensorFlow — Remove the Throat-Clearing Sound in the Start of

Assessment

Interactive Video

Information Technology (IT), Architecture, Mathematics

University

Hard

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This video tutorial introduces basic operations in TensorFlow, focusing on tensor objects and mathematical operations. It covers setting up the environment using Colab, importing necessary libraries, and creating numpy arrays. The tutorial explains converting arrays to TensorFlow constants, reshaping tensors, and handling errors. It also demonstrates casting data types and performing element-wise multiplication, providing a foundational understanding of TensorFlow operations.

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4 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the output of squaring each element in an array from 0 to 24?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

What are the key differences between integer and float data types in TensorFlow?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

How can you define a new tensor constant in TensorFlow?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the result of multiplying two tensors in TensorFlow?

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