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Tuesday, April 16, 2019 at 11:25am.
DAMA PDX: Data Lakes & AutoML with Jason Robey from Microsoft
This talk with be held in the Atrium room behind the main lobby.
Schedule 8:30 – 9:00 am – Sign In 9:00 – 10:15 am – Presentation 10:15 – 10:30 am – Break, Chapter Announcements 10:30 – 11:30 am – Presentation continued
Standard Insurance Tower (900 SW 5th, please note Standard Ins. has multiple downtown locations) Atrium Room at top of lobby escalators
Nearby parking options that are reasonably priced:
Smart Park (818 SW 4th Ave, Portland, OR 97204) Fifth Taylor Park (545 SW Taylor St, Portland, OR 97204) City Center Parking (337 SW Salmon St, Portland, OR 97204)
Cost Free for Members! $15 for Non-Members $5 for Students with valid student ID See our corporate members
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Description
This talk is a two-parter. Microsoft Cloud Solution Architect Jason Robey joins us on April 18th to share two areas of great interest for our members.
The first area of discussion will be on the establishment of a data lake: governance and best practices and how to keep your lake ecosystem healthy and vibrant. Have you swam in a data lake before? Has your company? No matter what your experience level this portion of the talk should offer some great tips.
The second half of Jason’s talk will be on automated machine learning (AutoML). Automating the construction and tuning of machine learning models has long been a goal for many analytics teams. Existing automated machine learning (AutoML) techniques have been remarkably successful in identifying good parameters for a given model, sometimes even outperforming humans. AutoML iterates over many combinations of machine learning algorithms and parameters. It then finds the best-fit model based on your chosen accuracy metric. Jason will demo some of these experiments during the second half of his presentation.