Data Science and Machine Learning (Theory and Projects) A to Z - Introduction to TensorFlow: FashionMNIST Example CNN

Data Science and Machine Learning (Theory and Projects) A to Z - Introduction to TensorFlow: FashionMNIST Example CNN

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Information Technology (IT), Architecture

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The video tutorial covers the transition from ordinary neural networks to convolutional neural networks (CNNs) using Google Colab. It explains the setup of convolutional and pooling layers, data preparation, and the construction of a CNN model. The tutorial also discusses compiling and training the model, evaluating its performance, and highlights the importance of avoiding overfitting. Finally, it provides an overview of TensorFlow's capabilities for deep learning.

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OPEN ENDED QUESTION

3 mins • 1 pt

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

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