<div dir="ltr"><div class="gmail_default" style="font-family:arial,helvetica,sans-serif"><div class="gmail_default" style="font-size:12.8px">Hey all,</div><div class="gmail_default" style="font-size:12.8px"><br></div><div class="gmail_default" style="font-size:12.8px">I've been working on a demo showing a "Stock Analysis APB" powered by <a href="http://scikit-learn.org/stable/" target="_blank">scikit-learn</a> binding with 3 AWS services to provide a stock analysis UI for calculating likely relationships between publicly traded companies based on stock price data.</div><div class="gmail_default" style="font-size:12.8px"><br></div><div class="gmail_default" style="font-size:12.8px">S3 provides file storage for results, SNS provides email notifications of available results, and SQS provides a FIFO work queue connecting the worker and webapp containers.</div><div class="gmail_default" style="font-size:12.8px"><br></div><div class="gmail_default" style="font-family:arial,sans-serif;font-size:12.8px">You can view the video here: <a href="https://www.youtube.com/watch?v=BB0gLQiAnyM" target="_blank">https://www.youtube.com/<wbr>watch?v=BB0gLQiAnyM</a></div><div class="gmail_default" style="font-family:arial,sans-serif;font-size:12.8px"><br></div><div class="gmail_default" style="font-family:arial,sans-serif;font-size:12.8px">I'd like to add support for connection with an RDS-MySQL database in the future, which will allow for caching of retrieved data.</div><div class="gmail_default" style="font-family:arial,sans-serif;font-size:12.8px"><br></div><div class="gmail_default" style="font-family:arial,sans-serif;font-size:12.8px">Best,</div><div class="gmail_default" style="font-family:arial,sans-serif;font-size:12.8px">Derek</div></div></div>