🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.
Source of the FSDL 2022 labs, which are at https://github.com/full-stack-deep-learning/fsdl-text-recognizer-2022-labs
Combinator.ml's central repo, documentation and website
An end-to-end MLOps pipeline(CI/CD/CT/CM) project for training, versioning, deploying, and monitoring machine learning models using FastAPI, Kubernetes, MLflow, DVC, Prometheus, and Grafana.
MLOps Lab Example using PyTorch to predict Yelp Reviews
A Tiny Intent Classifier model for short customer-support style text. Given an input text (e.g., "Hi, I need help with my bill"), the model returns one of: `greeting` - `question` - `complaint` - `praise` - `other`.
A repository for the Machine Learning Engineering for Production Specialization provided by Deeplearning.ai .
FuseML APIs and core service. This repo include the FuseML client useful to interact with the background services.
A collection of machine learning projects serving as sample applications that can be deployed with FuseML.
Hackathon sponsored by Redis, MLOps Community, and Saturn Cloud.
This project aims to detect fraudulent transactions by leveraging machine learning-based anomaly detection techniques, and to develop an automated system that can monitor transactions in real-time, identify anomalies, and flag potential fraudulent transactions for further investigation.
MLOps talks - joint effort with Amsterdam MLOps.community
MLops 5th Sem Project
Template to dockerize a Tensorflow algorithm and serve its predictions as an API using Flask
🚀 Streamline your machine learning operations with a modular MLOps workflow for training, inference, and deployment using FastAPI, MLflow, MinIO, and PostgreSQL.
Add a description, image, and links to the mlops-community topic page so that developers can more easily learn about it.
To associate your repository with the mlops-community topic, visit your repo's landing page and select "manage topics."