mapattacker / ai-engineer
how to be an AI Engineer
☆12Updated last year
Related projects ⓘ
Alternatives and complementary repositories for ai-engineer
- ☆38Updated 2 years ago
- An end-to-end project on customer segmentation☆82Updated last year
- a docker image of the MLflow server component☆35Updated this week
- Example project with a complete MLOps cycle: versioning data, generating reports on pull requests and deploying the model on releases wit…☆45Updated 2 years ago
- An example MLFlow project☆48Updated 2 years ago
- ☆16Updated 3 years ago
- Build Low Code Automated Tensorflow explainable models in just 3 lines of code. Library created by: Hasan Rafiq - https://www.linkedin.co…☆181Updated last year
- Load Testing ML Microservices for Robustness and Scalability☆14Updated 2 years ago
- ML project template facilitating both research and production phases.☆102Updated 5 years ago
- How to be a Data Scientist☆33Updated 2 years ago
- A demo of Prometheus+Grafana for monitoring an ML model served with FastAPI.☆228Updated 9 months ago
- 🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects☆81Updated 2 years ago
- Example repo to kickstart integration with mlflow pipelines.☆73Updated 2 years ago
- How to build and deploy an anonymization API with FastAPI and SpaCy☆69Updated 3 years ago
- Managing machine learning life-cycle with MLflow tutorial☆23Updated last year
- Practical Deep Learning at Scale with MLFlow, published by Packt☆159Updated 11 months ago
- A repository that showcases how you can use ZenML with Git☆66Updated 3 months ago
- A tutorial on how to use kedro-mlflow plugin (https://github.com/Galileo-Galilei/kedro-mlflow) to synchronize training and inference and …☆37Updated 2 years ago
- Kafka variant of the MLOps Level 1 stack☆21Updated 2 years ago
- Guide on creating an API for serving your ML model☆65Updated 2 years ago
- Demo for CI/CD in a machine learning project☆93Updated last year
- 🍦 Deployment tool for online machine learning models☆97Updated 2 years ago
- Code samples for the Effective Data Science Infrastructure book☆110Updated last year
- Using AWS Lambda with Docker to deploy a deep learning model☆22Updated 3 years ago
- MLOps maturity assessment☆57Updated last year
- An MLOps Project for the ZenML Month of MLOps Competition☆18Updated last year
- Demo for Using GitHub Actions in MLOps☆40Updated 2 years ago
- Introduction to MLflow with a demo locally and how to set it on AWS☆42Updated 3 years ago
- Metaflow tutorials for ODSC West 2021☆65Updated 3 years ago
- Demo on how to use Prefect with Docker☆26Updated 2 years ago