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CML Cloud Runners for Model Training in Bitbucket Pipelines
Use CML from a Bitbucket pipeline to provision an AWS EC2 instance and (re)train a machine learning model.
Rob de Wit
Sep 06, 2022 • 5 min read
NEW VIDEO! 🎥 MLOps Tutorial #1: Intro to continuous integration for ML
A video tutorial about using continuous integration in data science and machine learning projects. This tutorial shows how to use GitHub Actions and Continuous Machine Learning (CML) to create your own automated model training and evaluation system.
Jul 24, 2020 • 1 min read
New Video! 🎥 Reimagining DevOps for Machine Learning
A talk about CI/CD with fuzzy animals.
Mar 31, 2020 • 1 min read
Data Version Control in Analytics DevOps Paradigm
Why DevOps matters in data science, what specific challenges data scientists face in the day to day work, and how do we setup a better environment for the team.
Jul 27, 2017 • 4 min read
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