Pipelines

From Jupyter Notebook to DVC pipeline for reproducible ML experiments

In this guide we will take a Jupyter Notebook and use Papermill to turn it into a simple, one-stage DVC pipeline.

Rob de Wit

October 24, 2022

13 minutes read

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

September 6, 2022

7 minutes read

August ’22 Community Gems

A roundup of technical Q&A's from the DVC community. This month: explaining DVC versioning mechanism, some tricks with pipelines and CML action, visualizing plots in VS Code extension.

Gema Parreno

August 30, 2022

7 minutes read

July ’22 Community Gems

A roundup of technical Q&A's from the DVC community. This month: deploying models MLEM, DVC data and remotes, DVC stages and plots, and more.

Milecia McGregor

July 26, 2022

6 minutes read

June ’22 Community Gems

A roundup of technical Q&A's from the DVC and CML communities. This month: working with the DVC cache, DVC data and remotes, using DVC programmatically, and more.

Milecia McGregor

June 29, 2022

6 minutes read

May ’22 Community Gems

A roundup of technical Q&A's from the DVC and CML communities. This month: working with CML and GCP, DVC data and remotes, DVC pipelines and setups, and more.

Milecia McGregor

May 26, 2022

4 minutes read