Intro to Deep Learning, SAS + Loqate | SAS Viya 2022.10
Learn all about what’s new in SAS Viya 2022.10! Join this month’s SAS Viya Release Highlights Show to take a look at Deep Learning, and how SAS uses data management techniques from Loqate.
Chapters
00:00 – Welcome
01:18 – Question of the Day: How much do you know about Deep Learning?
01:37 – The Rundown
01:43 – Visual Data Mining and Machine Learning: Mitigate Bias Action Set
02:50 – Visual Data Mining and Machine Learning: LightGBM Node in Model Studio
03:28 – Visual Data Mining and Machine Learning:: Radial Basis Function for SVM
03:57 – SAS Model Manager: CI/CD Pipeline in Workflow Manager
05:10 – SAS Econometrics: DeepPrice
06:41 – SAS Studio: Verify Geocode Addresses, Email Address & Phone Numbers via Loqate
13:08 – The Release Talk: Deep Learning and DLModel Zoo
Rundown
Visual Data Mining and Machine Learning
◉ Mitigate Bias ActionSet - Call a single action that will take specified sensitive variables and try to train a model that is not only accurate but also fair across groups.
◉ LightGBM Node in Model Studio - This is a blockbuster algorithm that your customers are likely using today outside of SAS and are going to love having it within arms reach of everything else within SAS Viya.
◉ Radial Basis Function for Support Vector Machine - This popular classification algorithm has been enhanced to include a new kernel for Radial Basis Function (RBF) and Sigmoid.
SAS Model Manager
◉ CI/CD Pipeline in Workflow Manager - The CI/CD promotion template moves a containerized model or decision deployment through testing and production on Microsoft Azure.
SAS Econometrics
◉ DeepPrice - DeepPrice uses Deep Neural Networks (DNNs) to estimate the average causal effect and performs policy evaluation and policy comparison for continuous treatments.
SAS Studio
◉ Custom Step Repository
◉ Loqate partnership
The Release Talk
◉ DLModelZoo & Intro to Deep Learning with Sean Mealin
Learn More
◉ Join the SAS Viya Release Highlights Community – https://communities.sas.com/t5/SAS-Vi...
◉ What’s New in SAS Viya – https://support.sas.com/en/documentat...
◉ Try SAS Viya – https://www.sas.com/en_us/trials/soft...
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