The class is free but registration is required.
You can register at https://hpc.nih.gov/nih/classes/

This introductory course teaches the basics of deep learning and of different types of deep learning networks through a set of hands-on biological examples implemented in Keras, one example per class. Class #2 will focus on Recurrent and 1D-Convolutional neural networks as applied to prediction of the function of non-coding DNA.

Expected knowledge: Basic Python, Basic Linux/Unix.

This class is part of a series, but each class is stand-alone. The class will be webcast and recorded. Handouts will be made available one day prior to the class.

Instructor: Gennady Denisov (NIH HPC staff)