Video: Deep Clustering in SAS

AnnaBrown — Wed, 12 Jan 2022 19:45:07 GMT

Hi Community,

Learn about deep clustering, a deep learning model that incorporates a cluster layer, in this tutorial by @RobertBlanchard. After explaining how deep clustering can minimize a particular error function and the K-L divergence, he shows you how to apply it in SAS.

Here are some resources related to deep clustering:

Video: Autotuning Deep Learning Models Using SAS
More tutorials with Robert
Blog post: Getting started with deep learning using the SAS Language
Article: How to Develop SAS Code to Train a Deep Learning Model for Image Classification

Visit the SAS Studio Community.
Doc: Deep Learning Action Set
Doc: addLayer Action, which is used to add the cluster layer

And blog posts by @Rick_SAS on the K-L divergence:

The Kullback–Leibler divergence between discrete probability distributions
Minimizing the Kullback–Leibler divergence
The Kullback–Leibler divergence between continuous probability distributions

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topic Video: Deep Clustering in SAS in SAS Data Science

Video: Deep Clustering in SAS