[TriPython] TriPython May 2019 Meeting: Data Science: From Model to Microservice

[Calloway, Chris]

Please welcome our next speaker, Brenton Mallen, at out next monthly feature speaker meeting at WebAssign in Raleigh.

http://tripython.org/Members/sgambino/may-19-mtg
https://www.meetup.com/tripython/events/261296108

When: Thursday, May 23, 7pm

Where: WebAssign, NCSU Centennial Campus, 1791 Varsity Drive, Suite 200, Raleigh

What: This will be a walkthrough of building machine learning model and an associated microservice to execute the model and return its output. The model will be accessible both as a web app as well as a RESTful API. It will be using Python (Flask (http://flask.pocoo.org/) and Zappa (http://www.zappa.io/) frameworks) along with the AWS serverless architecture (Lambda (http://aws.amazon.com/lambda/) and API Gateway (http://aws.amazon.com/api-gateway/)). The example case will be the classic Kaggle problem of determining if someone would have survived the Titanic (http://www.kaggle.com/c/titanic/data).

Our speaker, Brenton Mallen (http://github.com/brentonmallen1), is an Ocean Engineer turned Data Scientist. He has spent three and a half years performing in-depth research and building both real-time and batch machine learning systems in the internet bot mitigation space. He is currently a data scientist in the agriculture industry processing satellite images for crop analysis.

Extemporaneous "lightning talks" of 5-10 minute duration are also welcome and don't need to be pre-announced. Plenty of free after-hours parking is available in the upper level of the deck behind WebAssign (turn through the median just before the intersection of Varsity and Main Campus Drives). If the door is locked, call the number posted on the door. An after-meeting location for food and beverage will be decided at the meeting (usually BaDa Wings at Mission Valley). Come join us for a fun and informative evening.

--
Sincerely,

Chris Calloway
Applications Analyst
University of North Carolina
Renaissance Computing Institute
(919) 599-3530

-------------- next part --------------
   Please welcome our next speaker, Brenton Mallen, at out next monthly
   feature speaker meeting at WebAssign in Raleigh.



   [1]http://tripython.org/Members/sgambino/may-19-mtg

   [2]https://www.meetup.com/tripython/events/261296108



   When: Thursday, May 23, 7pm



   Where: WebAssign, NCSU Centennial Campus, 1791 Varsity Drive, Suite 200,
   Raleigh



   What: This will be a walkthrough of building machine learning model and an
   associated microservice to execute the model and return its output. The
   model will be accessible both as a web app as well as a RESTful API. It
   will be using Python (Flask ([3]http://flask.pocoo.org/) and Zappa
   ([4]http://www.zappa.io/) frameworks) along with the AWS serverless
   architecture (Lambda ([5]http://aws.amazon.com/lambda/) and API Gateway
   ([6]http://aws.amazon.com/api-gateway/)). The example case will be the
   classic Kaggle problem of determining if someone would have survived the
   Titanic ([7]http://www.kaggle.com/c/titanic/data).

   Our speaker, Brenton Mallen ([8]http://github.com/brentonmallen1), is an
   Ocean Engineer turned Data Scientist. He has spent three and a half years
   performing in-depth research and building both real-time and batch machine
   learning systems in the internet bot mitigation space. He is currently a
   data scientist in the agriculture industry processing satellite images for
   crop analysis.

   Extemporaneous "lightning talks" of 5-10 minute duration are also welcome
   and don't need to be pre-announced. Plenty of free after-hours parking is
   available in the upper level of the deck behind WebAssign (turn through
   the median just before the intersection of Varsity and Main Campus
   Drives). If the door is locked, call the number posted on the door. An
   after-meeting location for food and beverage will be decided at the
   meeting (usually BaDa Wings at Mission Valley). Come join us for a fun and
   informative evening.



   --

   Sincerely,



   Chris Calloway

   Applications Analyst

   University of North Carolina

   Renaissance Computing Institute

   (919) 599-3530



References

   Visible links
   1. http://tripython.org/Members/sgambino/may-19-mtg
   2. https://www.meetup.com/tripython/events/261296108
   3. http://flask.pocoo.org/
	http://flask.pocoo.org/
   4. http://www.zappa.io/
	http://www.zappa.io/
   5. http://aws.amazon.com/lambda/
	http://aws.amazon.com/lambda/
   6. http://aws.amazon.com/api-gateway/
	http://aws.amazon.com/api-gateway/
   7. http://www.kaggle.com/c/titanic/data
	http://www.kaggle.com/c/titanic/data
   8. http://github.com/brentonmallen1
	http://github.com/brentonmallen1