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BIOF 050 – Introduction to Deep Learning
January 18 @ 9:00 AM – January 21 @ 5:00 PM
This workshop will first cover the theory and proper applications of various neural networks (multilayer perceptrons, convolutional neural networks, long-short term memory models, autoencoders, etc.).
Powerful deep learning packages, such as Pytorch and Keras, will be introduced.
Proper coding techniques will be shown through examples and practiced through exercises that will be completed in the Python 3
Concepts in data visualization and software engineering will be discussed, helping researchers use neural networks in an effective and reproducible way to improve the impact of projects with a computational component.