Introduction to Deep Learning & Neural Networks I: Concepts
Introduction to Deep Learning & Neural Networks I: Concepts

Abstract: 

This session will focus on the foundational concepts of neural networks and deep learning. Concrete examples will be used to illustrate abstract concepts and methods.

Participating in this workshop you will gain an intuition for the principles underlying modern neural networks including multilayer perceptrons, autoencoders, convolutional neural networks, and recurrent neural networks including long short-term memory.

No prior experience with neural networks or machine learning required.

Bio: 

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