DevOpsDays NYC 2020: Rachael Ferguson - Productionalizing Data Science Models

Channel:
United States Confreaks
Subscribers:
42,400
Published on ● Video Link: https://www.youtube.com/watch?v=MFTK6pvce_w


Duration: 5:17
2 views
0

Data science is a research-heavy discipline concerned with staying on the cusp of technological advances. Scientists rapidly experiment with cutting-edge techniques and approaches, often coding in highly interactive, but highly unstructured, mediums like Jupyter notebooks.

How can a team integrate this experimental scripting and model handoff into a stable, defendable product?



Other Videos By Confreaks


2022-09-20DevOpsDays NYC 2020: Sponsors - Day 2
2022-09-20DevOpsDays NYC 2020: Kris Buytaert - 10 years of #devops, but what did we really learn?
2022-09-20DevOpsDays NYC 2020: Chen Harel - Reliability Scoring: A 3-Part Formula for Promoting Reliable Code
2022-09-20DevOpsDays NYC 2020: Jameson Hampton - Lessons in Ethical Development I Learned From Star Wars
2022-09-20DevOpsDays NYC 2020: Sposors - Day 1
2022-09-20DevOpsDays NYC 2020: Angel Rivera - CI/CD Agility and Controlling Pipeline Sprawl
2022-09-20DevOpsDays NYC 2020: John Allspaw - Can Resilience Engineering be sufficiently described in 5...?
2022-09-20DevOpsDays NYC 2020: Victoria Geronimo - DevSecOps is a Misnomer
2022-09-20DevOpsDays NYC 2020: Michael Wytock - Infrastructure Changes, So Modularize and Version Your...
2022-09-20DevOpsDays NYC 2020: Quincy Iheme - Don't Fail Fast. Learn Faster
2022-09-20DevOpsDays NYC 2020: Rachael Ferguson - Productionalizing Data Science Models
2022-09-20DevOpsDays NYC 2020: Christine Yen - Observability for Developers: How to Get From Here to There
2022-09-20DevOpsDays NYC 2020: Welcome and Intro
2022-09-20DevOpsDays NYC 2020: Janna B. Dogan - Are you ready for production?
2022-09-12DevOpsDays Boston
2022-09-06PowerShell+ 2019 - Wardley Maps Saved The Day - How Stack Overflow Enterprise... by Chris Hunt
2022-09-06PowerShell+ 2019 - Continuously deploying SQL code using Powershell by Kirill Kravtsov
2022-09-06PowerShell+ 2019 - It’s PowerShell In the Cloud – Welcome to Azure Cloud Shell by Michael Bender
2022-09-06PowerShell+ 2019 - Demystifying Microsoft's Cloud Automation products by Jaap Brasser
2022-09-06PowerShell+ 2019 - Introduction to Serverless Functions by Kirk Munro
2022-09-06PowerShell+ 2019 - Beyond Pester 102: Acceptance testing with PowerShell by Glenn Sarti