Interactive Data Dashboards with Genie: Design to Deployment

07/25/2023, 5:30 PM8:30 PM UTC
32-123

Abstract:

Learn how to create production ready data applications and interactive data exploration dashboards in Julia, using Genie.

Description:

In this comprehensive hands-on session, we'll build a fully functional, production-grade interactive data application using Genie. The key components of the application will include:

  • An exploratory data analysis display of a dataset.
  • A setup for configuring and training a machine learning model on the data.
  • A REST API to serve the model.

We'll cover the entire process: from setting up a new app, designing and building the UI, writing the Julia backend for data processing, and adding interactivity. Once ready, we'll deploy the application on AWS using modern DevOps techniques.

If time allows it, we'll add more valuable features, such as restricting access with user authentication, improving performance with caching, and adding unit and integration testing.

Platinum sponsors

JuliaHub

Gold sponsors

ASML

Silver sponsors

Pumas AIQuEra Computing Inc.Relational AIJeffrey Sarnoff

Bronze sponsors

Jolin.ioBeacon BiosignalsMIT CSAILBoeing

Academic partners

NAWA

Local partners

Postmates

Fiscal Sponsor

NumFOCUS