By clicking on "Accept", you're agreeing to our privacy and cookie policy.

No results found for query ""
    Search by

    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
    • Oct 24, 20229 min 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
    • Sep 06, 20225 min 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
    • Aug 30, 20225 min 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
    • Jul 26, 20224 min 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
    • Jun 29, 20225 min 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, 20223 min read
    Training and saving models with CML on a dedicated AWS EC2 runner (part 2)
    Use CML to automatically retrain a model on a provisioned AWS EC2 instance and export the model to a DVC remote storage on Google Drive.
    • Rob de Wit
    • May 06, 20226 min read
    Training and saving models with CML on a self-hosted AWS EC2 runner (part 1)
    In this guide we will show how you can use CML to automatically retrain a model and save its outputs to your Github repository using a provisioned AWS EC2 runner.
    • Rob de Wit
    • Apr 26, 20226 min read
    January '22 Community Gems
    A roundup of technical Q&A's from the DVC and CML communities. This month: DVC Studio data, DVC for non-ML projects, getting started with CML, and more.
    • Milecia McGregor
    • Jan 31, 20223 min read