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URL: https://libcal.dartmouth.edu/calendar/itc/2023DSAIW2
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2023 SUMMER DATA SCIENCE AND AI WEBINAR SERIES (WEEK 2): DARTMOUTH AREA SAS
USERS GROUP VIRTUAL MEETING


EVENT BOX

Date:
7/13/2023
Time:
11:00am - 12:00pm
Location:
Online
Campus:
Research Computing
Presenter:
Robert Blanchard
Categories:
Researchers (Faculty, PI's, Postdocs, Graduate Students, Research Staff)






Dartmouth Area SAS Users Group Meeting (Virtual via Zoom)

Title: Improving Deep Learning Model Performance Using SAS Autotuning

Abstract:

Deep learning is an area of machine learning that has become ubiquitous with
artificial intelligence (AI) applications, including recent advancements in
generative AI. One of the most significant challenges practitioners face today
is finding a model structure and corresponding set of hyperparameters that
perform well on unique data with deep learning applications.

This presentation will show how SAS can alleviate the neural architecture search
burden through intelligent automation using SAS autotune. We'll surface autotune
using the solveBlackBox action in SAS. 

Bio of the speaker: 

Robert Blanchard is a Principal Data Scientist at SAS where he builds end-to-end
artificial intelligence applications.  He also researches, consults, and teaches
machine learning with an emphasis on deep learning and computer vision for
SAS. Robert has authored an introductory book on computer vision and has written
several professional courses on topics including neural networks, deep learning,
and optimization modeling. Before joining SAS, Robert worked under the Senior
Vice Provost at North Carolina State University, where he built models
pertaining to student success, faculty development, and resource management.
Prior to working in academia, Robert was a member of the research and
development group on the Workforce Optimization team at Travelers Insurance. His
models at Travelers focused on forecasting and optimizing
resources. Robert graduated with a master’s degree in Business Analytics and
Project Management from the University of Connecticut and a master’s degree in
Applied and Resource Economics from East Carolina University.

 

** Registrants will receive a zoom link one day before the webinar.

Please note this is an online event. The online event URL will be sent to you in
an email confirming your registration.

* Required Field

Full Name *
First Name
Last Name
Email *

Your affiliation at Dartmouth (Professional School/Department) or Your job title
and your institution's name if you are not working for Dartmouth. *

Primary Role at the Institution? *
Faculty
Staff
Graduate Student
Undergraduate Student
Postdoc
Visiting Scholar
Alumni
None of the above
Are you new to the software/topic? (Yes/No, if No, how many years experience?) *

Are you using/familiar with other similar software packages/topics? If so, what
are they?And years (in parentheses)? *

Other than the subject of this workshop/seminar/webinar, are there other
related/similar software applications/topics you would like to learn? *

Your question(s) for the speaker(s)





Registration is required. There are 3 seats available.

Begin Registration


EVENT ORGANIZER

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Jianjun Hua


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