Standardized Serverless ML Inference Platform on Kubernetes
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Updated
Aug 5, 2024 - Python
Standardized Serverless ML Inference Platform on Kubernetes
🛠 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
MLOps Lab Example using PyTorch to predict Yelp Reviews
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.
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.
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.
Created during the Weaviate hackathon on 17.06.2023 in Berlin at 42 School. See https://www.meetup.com/berlin-mlops-community/events/293720149/
MLOps talks - joint effort with Amsterdam MLOps.community
Template to dockerize a Tensorflow algorithm and serve its predictions as an API using Flask
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