marvelousmlops / mlops_maturity_assessment
MLOps maturity assessment
β60Updated last year
Alternatives and similar repositories for mlops_maturity_assessment:
Users that are interested in mlops_maturity_assessment are comparing it to the libraries listed below
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productioβ¦β76Updated last year
- Develop and deploy a real-time feature pipeline in Python, using Bytewax π and Hopsworks Feature Store.β131Updated last year
- Demo for CI/CD in a machine learning projectβ103Updated last year
- LLM-powered RAG Question Answering Slack bot for DataTalksClub Zoomcampsβ54Updated 3 weeks ago
- Demo Computer Vision Projectβ60Updated 2 years ago
- Demo for Using GitHub Actions in MLOpsβ40Updated 2 years ago
- An end-to-end project on customer segmentationβ81Updated 2 years ago
- This is your friendly fitness assistant, which is a RAG applications built as a part of LLM Zoomcampβ60Updated 5 months ago
- Fetch, transform and plot real-time OHLC data from Coinbase using Bytewax, Bokeh and Streamlitβ126Updated 10 months ago
- β38Updated 2 years ago
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor dataβ22Updated 2 years ago
- β30Updated 2 years ago
- Interact privately with your documents using the power of GPT, 100% privately, no data leaksβ33Updated last year
- β27Updated 2 years ago
- An example MLFlow projectβ48Updated last month
- Template repo for kickstarting recipes for regression use caseβ54Updated 2 months ago
- A set of examples illustrating some possible use cases for NannyMLβ19Updated last year
- MLOps for deploying a Credit Risk modelβ28Updated last year
- Practical Deep Learning at Scale with MLFlow, published by Packtβ159Updated last year
- End-to-end MLOps Credit Default Project using DABsβ16Updated 3 months ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases witβ¦β47Updated 3 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.β40Updated last month
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profilβ¦β72Updated 9 months ago
- β31Updated last year
- A simple guide to MLOps through ZenML and its various integrations.β186Updated last year
- Code samples for the Effective Data Science Infrastructure bookβ114Updated last year
- Minimalistic text search engine that uses sklearn and pandasβ19Updated 3 months ago
- β87Updated last month
- This repo contains all the material developed during the 9-week bootcamp provided by DPhi in colaboration with DataTalks Clubβ21Updated 2 years ago