alexeygrigorev / lightweight-mlops-zoomcamp
A stripped-down version MLOps Zoomcamp (1.5 hours workshop)
☆37Updated 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
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- ML Zoomcamp fall 2021 homework and stuff☆64Updated 3 years ago
- Maternal Health Risk prediction MLOps pipeline☆43Updated 2 years ago
- This is your friendly fitness assistant, which is a RAG applications built as a part of LLM Zoomcamp☆61Updated 7 months ago
- An end-to-end project on customer segmentation☆81Updated 2 years ago
- Demo for CI/CD in a machine learning project☆105Updated last year
- Practical Deep Learning at Scale with MLFlow, published by Packt☆159Updated last year
- MLOps maturity assessment☆61Updated 2 years ago
- Example machine learning pipeline with MLflow and Hydra☆88Updated 2 years ago
- ☆31Updated last year
- A project from the ml_ops Zoomcamp (DataTalks) using Semiconductor data☆22Updated 2 years ago
- LLM-powered RAG Question Answering Slack bot for DataTalksClub Zoomcamps☆56Updated 2 months ago
- Machine Learning Model and Deployment for Classification of Mango Varieties☆10Updated 2 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 s…☆183Updated 3 years ago
- A hands-on case study for demonstrating the stages involved in a machine learning project, from EDA to production.☆37Updated last year
- The repository contains a list of projects which I will work on while learning and implementing MLOps.☆78Updated 2 years ago
- Demo Computer Vision Project☆61Updated 2 years ago
- MLOps hands-on notes, notebooks and scripts of months of learning☆24Updated 2 years ago
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated 3 months ago
- Final Project of the MLOps Zoomcamp hosted by DataTalksClub.☆26Updated 2 years ago
- A simple guide to MLOps through ZenML and its various integrations.☆187Updated last year
- 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
- Minimalistic text search engine that uses sklearn and pandas☆19Updated 5 months ago
- Free Open-source ML observability course for data scientists and ML engineers. Learn how to monitor and debug your ML models in productio…☆83Updated last year
- Syllabus for Artificial Intelligence for Product Innovation Master of Engineering: https://ai.meng.duke.edu/degree☆32Updated last year
- The getting started notebook for the DTC Zoomcamp Q&A challenge☆29Updated last year
- A repository for all ZenML projects that are specific production use-cases.☆253Updated this week
- Example project with a CNN to train a Pokémon type classifier, adapted for DTC workshop☆34Updated last year
- Exercises performed as part of the ML Zoomcamp course☆30Updated 3 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆82Updated 2 years ago