Deep Learning - Crash Course 2023 - Create First Neural Network with TensorFlow

Deep Learning - Crash Course 2023 - Create First Neural Network with TensorFlow

Assessment

Interactive Video

Computers

9th - 10th Grade

Hard

Created by

Quizizz Content

FREE Resource

The video tutorial covers setting up TensorFlow and Keras in Google Colab, building a sequential model with dense layers, understanding dense network architecture, calculating trainable parameters, and compiling the model using an optimizer, loss function, and metrics. The tutorial provides a step-by-step guide to creating a neural network model, explaining the connections between layers and the calculation of parameters.

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4 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the significance of using a dense layer in the model?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

How does the model architecture ensure that every neuron in one layer is connected to every neuron in the next layer?

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the purpose of the 'summary' method in the context of the model?

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4.

OPEN ENDED QUESTION

3 mins • 1 pt

What optimizer is used in the model compilation?

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