rodrigo-arenas / kafkaml-anomaly-detectionLinks
Project for real-time anomaly detection using Kafka and python
☆58Updated 3 years ago
Alternatives and similar repositories for kafkaml-anomaly-detection
Users that are interested in kafkaml-anomaly-detection are comparing it to the libraries listed below
Sorting:
- "1 config, 1 command from Jupyter Notebook to serve Millions of users", Full-stack On-Premises MLOps system for Computer Vision from Data…☆49Updated last year
- Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.☆40Updated last year
- How to build and deploy an anonymization API with FastAPI and SpaCy☆71Updated 4 years ago
- Using a feature store to connect the DataOps and MLOps workflows to enable collaborative teams to develop efficiently.☆57Updated 3 years ago
- A Series of Notebooks on how to start with Kafka and Python☆151Updated 10 months ago
- An end-to-end project on customer segmentation☆83Updated 3 years ago
- This is an overview of a MLOps architecture that includes both Airflow and MLflow running on separate Docker containers.☆22Updated 3 years ago
- ☆45Updated last year
- Best practices for engineering ML pipelines.☆36Updated 3 years ago
- Create a streaming data, transfer it to Kafka, modify it with PySpark, take it to ElasticSearch and MinIO☆65Updated 2 years ago
- An End-to-End Implementation of AutoML with H2O, MLflow, FastAPI, and Streamlit for Insurance Cross-Sell☆81Updated 3 years ago
- Demo on how to use Prefect with Docker☆27Updated 3 years ago
- Deploying a Machine Learning model streaming application with Apache Kafka☆11Updated 3 years ago
- Maternal Health Risk prediction MLOps pipeline☆46Updated 3 years ago
- This repository about how to deploy machine learning model end serving with FastAPI and using MLFlow-MINIO☆18Updated 2 years ago
- A Machine Learning Pipeline built with MLflow, Prefect, BentoML, Streamlit and Evidently.☆28Updated 3 years ago
- Demo Computer Vision Project☆65Updated 2 years ago
- Produce Kafka messages, consume them and upload into Cassandra, MongoDB.☆43Updated 2 years ago
- This repository contains an Apache Flink application for real-time sales analytics built using Docker Compose to orchestrate the necessar…☆46Updated 2 years ago
- A MLOps platform using prefect, mlflow, FastAPI, Prometheus/Grafana und streamlit☆96Updated 3 years ago
- Kafka variant of the MLOps Level 1 stack☆27Updated 3 years ago
- Full-stack Highly Scalable Cloud-native Machine Learning system for demand forecasting with realtime data streaming, inference, retrainin…☆74Updated last year
- This is code depository for my upcoming session. Will update details post the session☆40Updated 2 years ago
- A pipeline to detect data drift and retrain the model when there is drift☆24Updated 2 years ago
- The practical use-cases of how to make your Machine Learning Pipelines robust and reliable using Apache Airflow.☆51Updated 3 years ago
- Learn how to monitor ML systems to identify and mitigate sources of drift before model performance decay.☆95Updated 3 years ago
- ☆11Updated 2 years ago
- A Postgres data warehouse for processing synthetic data using IAC principles☆20Updated 2 years ago
- ☆14Updated 4 years ago
- Introduction to MLflow with a demo locally and how to set it on AWS☆43Updated 4 years ago