marvelousmlops / mlops_maturity_assessmentLinks
MLOps maturity assessment
β61Updated 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¦β95Updated last year
- Practical Deep Learning at Scale with MLFlow, published by Packtβ162Updated last week
- Fetch, transform and plot real-time OHLC data from Coinbase using Bytewax, Bokeh and Streamlitβ129Updated last year
- This is your friendly fitness assistant, which is a RAG applications built as a part of LLM Zoomcampβ74Updated last year
- An end-to-end project on customer segmentationβ83Updated 2 years ago
- Start building and deploying Python packages and Docker images for MLOps tasks.β422Updated 6 months ago
- mlops templateβ301Updated 8 months ago
- LLM-powered RAG Question Answering Slack bot for DataTalksClub Zoomcampsβ57Updated last week
- Compute and store real-time features for crypto trading using Bytwax (stream processing) and Hopsworks (Feature Store)β145Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.β255Updated 11 months ago
- Demo Computer Vision Projectβ63Updated 2 years ago
- Reference code base for ML Engineering, Manning Publicationsβ132Updated 4 years ago
- Template repo for kickstarting recipes for regression use caseβ54Updated 9 months ago
- Demo for CI/CD in a machine learning projectβ111Updated 2 years ago
- β27Updated 3 years ago
- Demo for Using GitHub Actions in MLOpsβ40Updated 3 years ago
- A book of subtle code tricks and gem resources for all things data, machine learning and deep learning.β168Updated 11 months ago
- Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.β226Updated 3 years ago
- Official code repo for the O'Reilly Book - Machine Learning for High-Risk Applicationsβ102Updated 2 years ago
- A repository for all ZenML projects that are specific production use-cases.β276Updated 3 weeks ago
- π Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.β149Updated last year
- A curated list of awesome open source tools and commercial products for monitoring data quality, monitoring model performance, and profilβ¦β86Updated last year
- This repo contains all the material developed during the 9-week bootcamp provided by DPhi in colaboration with DataTalks Clubβ22Updated 3 years 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
- This is an example of a Containerized Flask Application that can deploy to many target environments including: AWS, GCP and Azure.β416Updated 8 months ago
- Partly lecture and partly a hands-on tutorial and workshop, this is a three part series on how to get started with MLflow. In this three β¦β240Updated 5 years ago
- Example FastAPI app deployed to AWS with CDK.β16Updated 2 years ago
- Create a fully automated, end-to-end IRIS Training and Deployment using Azure MLOpsβ63Updated 3 years ago
- Financial Risk Assessment Systemβ24Updated 9 months ago