Log in

Sign up for our mailing list!

When & Where
Date: 
Wed, November 28, 2018 - 9:00 AM to 12:00 PM
Location: 
Barrows 356: D-Lab Convening Room
Description
Type: 

This workshop introduces the basic concepts of Deep Learning - the training and performance evaluation of large neural networks, especially for image classification, natural language processing, and time-series data. Like many other machine learning algorithms, we will use deep learning algorithms to map input data to their appropriately classified outcome labels. You will use the R interface to Keras to become familiar with basic concepts like input and output layers, batch sizes and output dimensions, dropout rates, weight parametrization and bias, backpropagation, and loss, activation, and optimization functions. You will also gain confidence exploring more complex approaches that utilize pretrained and fine-tuned models.

 

Keyword: 
Details
Training Host: 
D-lab Facilitator: 
Evan Muzzall
Format Detail: 
hands-on, interactive
Participant Technology Requirement: 
Laptop
Log in to register for this training.