Predictive Analytics with TensorFlow 8.6: CNN Predictive Model for Image Classification

Predictive Analytics with TensorFlow 8.6: CNN Predictive Model for Image Classification

Assessment

Interactive Video

Information Technology (IT), Architecture

University

Hard

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The video tutorial covers the development of a CNN predictive model for image classification. It begins with an introduction to CNNs and the initial setup, followed by data preparation and preprocessing. The tutorial then delves into building the CNN architecture, including defining layers and parameters. The training process is explained, highlighting optimization techniques and accuracy measurement. Finally, the video discusses model evaluation, using performance metrics like confusion matrices and validation accuracy.

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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