Best Practices for Getting Data Science Web Apps in Production

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Presented by

Josh Poduska, Chief Data Scientist, Domino Data Lab

About this talk

Data science is a team sport. Sharing your work is critical for getting early feedback from stakeholders and, ultimately, for having your work impact the business. There’s no better way to share your work than with a web app. Creating interactive visualizations lets data scientists build engaging tools for end consumers or prototype something before handing it off to an engineer. In this webinar we’ll review the pros and cons of the top data science web app frameworks (Shiny, Dash, Flask, etc.), discuss best practices for building and debugging web apps, and provide a step-by-step walk through on how to quickly deploy web apps in a secure environment while maintaining a system of record for your work. This will be a hands-on, technical webinar, aimed at helping data scientists do their job better. We look forward to having you join us.

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