alexeygrigorev / lightweight-mlops-zoomcampLinks
A stripped-down version MLOps Zoomcamp (1.5 hours workshop)
☆38Updated last year
Alternatives and similar repositories for lightweight-mlops-zoomcamp
Users that are interested in lightweight-mlops-zoomcamp are comparing it to the libraries listed below
Sorting:
- 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 s…☆183Updated 3 years ago
- A simple guide to MLOps through ZenML and its various integrations.☆187Updated last year
- Demo Computer Vision Project☆62Updated 2 years ago
- LLM-powered RAG Question Answering Slack bot for DataTalksClub Zoomcamps☆57Updated last week
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productio…☆92Updated last year
- Construct a modern data stack and orchestration the workflows to create high quality data for analytics and ML applications.☆222Updated 2 years ago
- Practical Deep Learning at Scale with MLFlow, published by Packt☆161Updated last year
- Demo for CI/CD in a machine learning project☆109Updated 2 years ago
- An end-to-end project on customer segmentation☆83Updated 2 years ago
- A series of Terraform based recipes to provision popular MLOps stacks on the cloud.☆255Updated 10 months ago
- MLOps maturity assessment☆60Updated 2 years ago
- A repository for all ZenML projects that are specific production use-cases.☆269Updated 2 weeks ago
- ☆37Updated 2 years ago
- A book of subtle code tricks and gem resources for all things data, machine learning and deep learning.☆168Updated 10 months ago
- Basic and advanced MLflow examples for many ML flavors☆230Updated last year
- This is your friendly fitness assistant, which is a RAG applications built as a part of LLM Zoomcamp☆71Updated 10 months ago
- Tutorials on creating a reproducible and maintainable data science project☆146Updated 3 years ago
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆48Updated 3 years ago
- ML Zoomcamp fall 2021 homework and stuff☆65Updated 3 years ago
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆134Updated 2 years ago
- A hands-on case study for demonstrating the stages involved in a machine learning project, from EDA to production.☆38Updated 2 years ago
- Example machine learning pipeline with MLflow and Hydra☆91Updated 2 years ago
- Maternal Health Risk prediction MLOps pipeline☆45Updated 2 years ago
- 🧪 Simple data science experimentation & tracking with jupyter, papermill, and mlflow.☆182Updated last year
- This project shows how to serve an ONNX-optimized image classification model as a web service with FastAPI, Docker, and Kubernetes.☆217Updated 3 years ago
- Machine Learning for Imbalanced Data, published by Packt☆275Updated 6 months ago
- Learn by doing: DIY project groups at DataTalks.Club☆408Updated last year
- ☆32Updated 2 years ago
- 🔔 No need to keep checking your training - just one import line and you'll know the second it's done.☆343Updated 3 years ago
- Learn how to create, develop, and maintain a state-of-the-art MLOps code base☆561Updated this week