MLOps – Page 6 – Andrew Fairless, Ph.D.

What I Read: start deploying

By Andrew Fairless on January 6, 2021December 22, 2020

https://towardsdatascience.com/stop-training-more-models-start-deploying-them-using-webassembly-49a3f178569e Stop training more models, start deploying them (using WebAssembly)We are hardly living up to the promises of AI in healthcare. It’s not because of our training, it’s because ofContinue readingWhat I Read: start deploying

What I Read: DevOps for ML Data

By Andrew Fairless on December 23, 2020December 10, 2020

https://tecton.ai/blog/devops-ml-data/ Why We Need DevOps for ML DataPosted by Kevin Stumpf on April 28, 2020 “Unfortunately, most tools under the MLOps banner tend to focus only on workflows around theContinue readingWhat I Read: DevOps for ML Data

What I Read: Monitoring Machine Learning Models in Production

By Andrew Fairless on December 20, 2020December 23, 2020

https://christophergs.com/machine%20learning/2020/03/14/how-to-monitor-machine-learning-models/ Monitoring Machine Learning Models in ProductionA Comprehensive Guide14 March 2020 “Once you have deployed your machine learning model to production it rapidly becomes apparent that the work is notContinue readingWhat I Read: Monitoring Machine Learning Models in Production

Tag: MLOps