Building CNNs

Building CNNs involves stacking convolutional layers, pooling layers, and fully connected layers to create a deep learning model that can learn from visual data. Watch this video to understand how to build a Convolutional Neural Network (CNN):

Building CNNs in TensorFlow

TensorFlow is a popular deep learning framework that provides a high-level API for building and training CNNs. Watch this video to learn how to build a CNN in TensorFlow:

Extra Helpfull Resources

• Visualizing Convolutional Output

• Batch Size in NN

• Understanding Learning Curves

That concludes this lesson! You've explored the essential components of Convolutional Neural Networks and learned how to construct them with TensorFlow. In the upcoming lesson, we'll focus on the practical aspect of building image classifiers, specifically using the CIFAR-10 dataset.