This is a Livestreamed event:
https://livestream.com/accounts/23925505/events/8729875
Items to have:
Laptop
Powering your application with deep learning is no walk in the park, but is certainly attainable with some tricks & good practice. Serving a deep learning model on a production system demands the model to be stable, reproducible, capable of isolation & to be behave as a stand-alone package. One possible solution to this is a containerized microservice.
Ideally, serving deep learning microservices should be quick & efficient, without having to dive deep into the underlying algorithms & their implementation. Too good to be true? Not anymore! Together, we will demystify the process of developing, training, & deploying deep learning models as a web microservice using Model Asset Exchange, an open source framework developed in Python at the IBM Center for Open Source Data & AI Technologies (CODAIT).
We will kick off with an overview of how deep learning models are best published as Docker Images on DockerHub, & are best prepared for deployment in local or cloud environments using Kubernetes or Docker. We highlight the following benefits of such an approach:
Standardized REST API implementation & application-friendly output format (JSON) Abstracting out the complex pre & post processing portions of the model inputs & outputs.
We will walk you through some super cool applications such as automatic image cropping, age estimation from videos/webcam & Veremin - a video theremin. All these applications & the framework itself are open source & we conclude by inviting contributions & opening the gates for you to be a part of this amazing initiative!
***THE METIS DEMYSTIFYING DATA SCIENCE CONFERENCE IS BACK!***
For the third year in a row, Metis is hosting Demystifying Data Science: A FREE, 2-day, Live Online Conference! Get more information & register for free here: https://thisismetis.com/demystify
Conference Details:
When: July 30-31, 2019
Time: 10am - 5pm ET
Where: Live Online
Cost: FREE
Register for the free online conference here: https://thisismetis.com/demystify
*************
About Metis
Metis (https://thisismetis.com/) accelerates careers in data science by providing full-time immersive bootcamps, evening part-time professional development courses, online resources, & corporate programs based in Seattle, New York, Chicago, & San Francisco.
Brought to you by Kaplan, Metis focuses primarily on Python, machine learning, interactive data visualization, deep learning, big data processing, statistical foundations, & more. Students & alumni of the bootcamp program receive continuous support from our career advisors until they're hired, empowering them to pursue a successful career in the fast-growing field of data science.
*************
Join our Metis Community Slack channel!
Apply here: http://bit.ly/MetisCommunitySlack
*************
Metis Code of Conduct
Metis is dedicated to providing a harassment-free experience for everyone, regardless of gender identity, age, sexual orientation, disability, physical appearance, body size, race, or religion (or lack thereof).
We do not tolerate harassment of students, staff, or visitors in any form. Sexual language & imagery is not appropriate for any event including talks, workshops, parties, & other online media. Individuals & groups that do not abide by these rules will be asked to leave and, if necessary, prohibited from future events.
If you have any questions or you're made to feel uncomfortable by anyone on our campus or at one of our offsite events, please let one of the staff members know right away. The matter will be taken seriously & promptly addressed.
