PyData Seattle 2017 - Presentation: Using CNTK's Python Interface for Deep Learning

Wednesday 10:00 AM–12:00 PM in Track 1 - Hood

Using CNTK's Python Interface for Deep Learning

Dave DeBarr

Audience level:: Intermediate

Description

We will review tutorial examples of using CNTK's python interface for image classification, speech recognition, and natural language processing.

Abstract

Topics to be covered include ...

Cognitive Toolkit (CNTK) installation
What is "machine learning"? [gradient descent example]
What is "learning representations"?
Why do Graphics Processing Units (GPUs) help?
How do we prevent overfitting?
CNTK Packages and Modules
Deep Learning Examples [including Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM) examples]

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