rafaelgreca / e2e-mlops-project
The purpose of this project's design, development, and structure is to create an end-to-end Machine Learning Operations (MLOps) lifecycle to classify an individual's level of obesity based on their physical characteristics and eating habits.
☆26Updated 4 months ago
Alternatives and similar repositories for e2e-mlops-project:
Users that are interested in e2e-mlops-project are comparing it to the libraries listed below
- Just enough Kubernetes for you to fly☆152Updated 3 weeks ago
- Sample Project for an MLOps 101 course I am teaching☆43Updated 2 weeks ago
- ☆108Updated 2 years ago
- Build and deploy a REST API for taxi trip data 🚕☆70Updated 5 months ago
- 📚 Tutorial on building a modern search app for Amazon e-commerce products leveraging tabular semantic search and natural language querie…☆56Updated last month
- Incremental ML learning in the real-world☆64Updated last month
- Let's build a real time fraud detection system using TurboML☆63Updated last month
- How to serve ML predictions 100x faster☆53Updated 8 months ago
- End-to-end MLOps Credit Default Project using DABs☆18Updated 4 months ago
- Practical guide to build end-to-end machine learning pipeline and deploy your model in production,☆66Updated last year
- Real-time fraud transaction detection system☆20Updated 7 months ago
- ☆123Updated 5 months ago
- Code repository for AI Builders Bootcamp #1☆65Updated 3 months ago
- Code for the "Build Your Own Search Engine" workshop☆84Updated 9 months ago
- ☆28Updated 9 months ago
- Production ML rental prediction system.☆39Updated last year
- An end-to-end MLOps pipeline(CI/CD/CT/CM) project for training, versioning, deploying, and monitoring machine learning models using FastA…☆13Updated 9 months ago
- A Python Environment Template for VScode with UV☆57Updated 2 months ago
- Hourly Electricity Demand Prediction Service☆108Updated 3 weeks ago
- ☆69Updated 7 months ago
- Predict if a reservation will be canceled using robust Machine Learning pipelines with Airflow and Mlflow☆62Updated last year
- Example FastAPI app deployed to AWS with CDK.☆16Updated 2 years ago
- MLOps maturity assessment☆61Updated 2 years ago
- This is a repository for the course "From Beginner to LLM Developer" by Towards AI.☆190Updated 3 weeks ago
- Test LLMs automatically with Giskard and CI/CD☆30Updated 8 months ago
- 💻 Decoding ML articles hub: Hands-on articles with code on production-grade ML☆129Updated last month
- Develop and deploy a real-time feature pipeline in Python, using Bytewax 🐝 and Hopsworks Feature Store.☆135Updated last year
- ☆39Updated 5 months ago
- Repository with code examples of mlflow☆153Updated 2 weeks ago
- An end-to-end batch scoring machine learning system that produces hourly predictions of the number of arrivals and departures that will t…☆26Updated 3 weeks ago