marvelousmlops / mlops_maturity_assessmentLinks
MLOps maturity assessment
β60Updated 2 years ago
Alternatives and similar repositories for mlops_maturity_assessment
Users that are interested in mlops_maturity_assessment are comparing it to the libraries listed below
Sorting:
- Develop and deploy a real-time feature pipeline in Python, using Bytewax π and Hopsworks Feature Store.β134Updated 2 years ago
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productioβ¦β92Updated last year
- Fetch, transform and plot real-time OHLC data from Coinbase using Bytewax, Bokeh and Streamlitβ129Updated last year
- Demo for Using GitHub Actions in MLOpsβ40Updated 2 years ago
- Compute and store real-time features for crypto trading using Bytwax (stream processing) and Hopsworks (Feature Store)β144Updated 2 years ago
- Demo for CI/CD in a machine learning projectβ109Updated 2 years ago
- An end-to-end project on customer segmentationβ83Updated 2 years ago
- A repository for all ZenML projects that are specific production use-cases.β269Updated last week
- Practical Deep Learning at Scale with MLFlow, published by Packtβ161Updated last year
- Reference code base for ML Engineering, Manning Publicationsβ132Updated 4 years ago
- Demo Computer Vision Projectβ62Updated 2 years ago
- Engineering MLOps, published by Packtβ187Updated 2 years ago
- Template repo for kickstarting recipes for regression use caseβ55Updated 7 months ago
- This is your friendly fitness assistant, which is a RAG applications built as a part of LLM Zoomcampβ71Updated 10 months ago
- Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflowβ63Updated last year
- A book of subtle code tricks and gem resources for all things data, machine learning and deep learning.β168Updated 10 months ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases witβ¦β48Updated 3 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.β255Updated 9 months ago
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor dataβ22Updated 2 years ago
- Start building and deploying Python packages and Docker images for MLOps tasks.β416Updated 5 months ago
- This repo contains all the material developed during the 9-week bootcamp provided by DPhi in colaboration with DataTalks Clubβ21Updated 3 years ago
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applicationsβ102Updated 2 years ago
- A simple guide to MLOps through ZenML and its various integrations.β187Updated last year
- Example project with a CNN to train a PokΓ©mon type classifier, adapted for DTC workshopβ35Updated last year
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profilβ¦β82Updated last year
- mlops templateβ293Updated 6 months ago
- Incremental ML learning in the real-worldβ67Updated 5 months ago
- Curriculum and roadmap from 0 to Mastery for MLOps. Adding value to your machine learning model by deploying it for people to use it to sβ¦β183Updated 3 years ago
- LLM-powered RAG Question Answering Slack bot for DataTalksClub Zoomcampsβ57Updated this week
- β110Updated 2 years ago