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    MLOps

    Tutorial: Automate Data Validation and Model Monitoring Pipelines with DVC and Evidently
    Ensuring your machine learning models remain precise and efficient as time progresses, and verifying that your data consistently reflects the real-world scenario.
    • Mikhail Rozhkov
    • Jan 19, 202410 min read
    Real-time visualization of Computer Vision model training with DVC and Iterative Studio
    Save time and resources by tracking your deep learning experiments in real-time with DVC and Iterative Studio.
    • Maxim Shmakov
    • Feb 13, 20234 min read
    MLEM + Modal + nanoGPT
    Train and deploy your own GPT model in 2 easy steps!
    • Mike Sveshnikov
    • Feb 08, 20232 min read
    Deploy Computer Vision Models Faster and Easier
    One command to serve CV models from your laptop in the cloud 🚀
    • Mike Sveshnikov
    • Jan 19, 20233 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
    Git-backed Machine Learning Model Registry to bring order to chaos
    🚀 As Machine Learning projects and teams grow, keeping track of all the models and their production status gets increasingly complex. Iterative Studio's Git-backed Model Registry solves this.
    • Tapa Dipti Sitaula
    • Jul 26, 20224 min read
    Serving Machine Learning Models with MLEM
    Once you have a machine learning model that's ready for production, getting it out can be complicated. In this tutorial, we're going to use MLEM to deploy a model as a web API.
    • Milecia McGregor
    • Jul 19, 20225 min read
    Syncing Data to GCP Storage Buckets
    We're going to set up a GCP storage bucket remote in a DVC project.
    • Milecia McGregor
    • Jul 06, 20224 min read
    Turn Visual Studio Code into a machine learning experimentation platform with the DVC extension
    Today we are releasing the DVC extension, which brings a full ML experimentation platform to Visual Studio Code.
    • Rob de Wit
    • Jun 14, 20223 min read