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
Rob de Wit
September 6, 2022
7 minutes 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.
Elle O'Brien
Elle O'Brien
July 24, 2020
2 minutes 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.
Elle O'Brien
Elle O'Brien
July 24, 2020
2 minutes read
New Video! 🎥 Reimagining DevOps for Machine Learning
A talk about CI/CD with fuzzy animals.
Elle O'Brien
Elle O'Brien
March 31, 2020
2 minutes 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.
George Vyshnya
George Vyshnya
July 27, 2017
6 minutes read

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