In this workshop, you’ll learn basic ideas of neural networks and Tensorflow programming fundamentals through building and training different models. Moreover, you will be introduced to more advanced applications of deep learning in computer vision and natural language processing with Keras high-level API.
This course covers how to best exploit the bash shell for both interactive work and batch jobs, moving & simple manipulation of data, as well very short introductions to programming in bash, Perl, and R. This is not computer science; this is a driver’s license.
The first part of this workshop will be a review of neural networks in tensorflow and keras. The second part will go into an exciting specific type of neural network called graph convolutional neural networks. There are numerous real-world data in non-euclidean relations. Finding an optimum representation of these types of data can be useful […]