UX Nights: Artificial Intelligence & Machine Learning
Date: September 27th, 2018
This week will be focusing on Artificial Intelligence and Machine Learning. The first half will consist of eating and mingling. Then we’ll have some talks that will teach us and inspire us.
Sign up for UX Nights Office Hours. Book a one-on-one 30 minute video call session to review your portfolio, resume, or discuss anything you would like.
UX Nights Office Hours: http://bit.ly/ux-nights
Schedule
6:00 - 6:30 Networking and Food
6:30 - 8:00 Talks
8:00 - 8:30 Hanging Out
Talks:
Declarative Approaches to Building Dashboards
by: Dmitriy Bespalov
We will examine the use of open-source libraries Panel, Holoviews, Bokeh, and Param that allow to quickly build dashboards that facilitate internal data analytics or development of ML methods. These visualizations make use of declarative widgets and significantly reduce the amount of code needed to implement user interactions. In addition, the same code is used to run visualizations within Jupyter Notebooks environment, and as a stand-alone web application.
Fun with word vectors
by: Ryan Hinkel and Patrick Smith
This talk will begin with a high level explanation of why “words” can be represented as [-6.8159e-02, 6.6481e-01,… -5.4024e-01, -1.7773e-03], after which we will demonstrate a few experiences that are possible using this vectorized understanding of words.
Documentation
Declarative Approaches to Building Dashboards
Fun with word vectors