🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.
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Updated
Feb 29, 2024 - JavaScript
🛠 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 .
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.
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.
MLOps talks - joint effort with Amsterdam MLOps.community
Template to dockerize a Tensorflow algorithm and serve its predictions as an API using Flask
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.
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