CEE 696: Deep Learning in Civil and Environmental Engineering and Earth Science

Spring Semester 2023

References

How Machine Learning works? by LeCun

TensorFlow: Introducing convolutional neural networks

TensorFlow, Keras and deep learning, without a PhD

Convolutions in image processing (MIT 18.S191 Fall 2020)

Convolution (3B1B)

But what is a convolution?

Colab Lectures:

Learn Tensorflow: Convolution/Pooling Operations

Learn TensofFlow: CNNs