MLOps Guide

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3 repositories

mlops-guide.github.io
Public
🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.
machine-learning tutorial watson guide tutorials guides ibm-watson cml dvc mlops
JavaScript
•37•253•1•0•Updated Feb 29, 2024Feb 29, 2024
dvc-gitactions
Public
Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases with DVC and CML using Github Actions and IBM Watson. Part of the Engineering Final Project @ Insper
machine-learning watson ci-cd ibm-watson watson-api mlops mlops-environment mlops-workflow ibm-cloud cml
Jupyter Notebook
•17•45•1•1•Updated Nov 23, 2021Nov 23, 2021
mlops-template
Public
🍪 Cookiecutter template for MLOps Project. Based on: https://mlops-guide.github.io/
machine-learning ibm-watson-services ibm-watson mlops-environment mlops-workflow cookiecutter-template dvc mlops mlops-template mlops-guide
Python
•8•25•0•0•Updated May 7, 2021May 7, 2021