Continuous Delivery

Continuous Delivery for Machine Learning Systems – DevOpsDays Warsaw

Date: November 19th – 8:10 AM EST Event: https://devopsdays.pl/ Session URL: https://devopsdays.pl/lecture2020/#id=63464 Description: Machine Learning workflow includes data management, experiment management (model training & development), model deployment, serving, and retraining. Training a model takes hours & some times days & … Read More

Continuous Delivery for Machine Learning Systems

Deploying Machine Learning Systems to Production safely and quickly in a sustainable way Most of the principles and practices of traditional software development can be applied to Machine Learning(ML), but certain unique ML specific challenges need to be handled differently. … Read More

Continuous Delivery for Machine Learning – nycdevops

Event: https://www.meetup.com/nycdevops/events/272914068/ Video Recording: Deck: Related Articles: Description: Continuous Delivery has been a key approach for deploying changes for Traditional Software to Production safely and quickly in a sustainable way. Machine Learning (ML) is fundamentally different than Traditional Software. Typical … Read More

Continuous Delivery for Machine Learning Systems – All Day DevOps

Date: November 12th – 12:30 PM EST Event: https://www.alldaydevops.com/ Session URL: https://www.alldaydevops.com/addo-speakers/adarsh-shah References mentioned in the presentation: continuousdelivery.com Dr. Deming’s 14 Points for Management Challenges Deploying Machine Learning Models to Production State of DevOps Report  martinfowler.com Large image datasets: A … Read More