MLOps VS mnist-mlops-learning

Compare MLOps vs mnist-mlops-learning and see what are their differences.

MLOps

MLOps template with examples for Data pipelines, ML workflow management, API development and Monitoring. (by kuutsav)
Mlops dagster mlflow Minio Fastapi

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mnist-mlops-learning

In this project I played with mlflow, streamlit and fastapi to create a training and prediction app on digits (by zademn)
Fastapi Machine Learning Streamlit mlflow Mlops
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MLOps mnist-mlops-learning
2 2
42 99
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0.0 0.0
almost 2 years ago over 2 years ago
Python Python
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The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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MLOps

Posts with mentions or reviews of MLOps. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-10-11.

mnist-mlops-learning

Posts with mentions or reviews of mnist-mlops-learning. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-10-26.

What are some alternatives?

When comparing MLOps and mnist-mlops-learning you can also consider the following projects:

Kedro - Kedro is a toolbox for production-ready data science. It uses software engineering best practices to help you create data engineering and data science pipelines that are reproducible, maintainable, and modular.

lightning-hydra-template - PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

MLflow - Open source platform for the machine learning lifecycle

Media-Recommendation-Engine - A Recommendation Engine API that can be used to recommend movies, music, games, manga, anime, comics, tv shows and books. Deployed using an AWS EC2 instance.

fastapi - FastAPI framework, high performance, easy to learn, fast to code, ready for production

valmi-activation - ⚡ valmi.io reverse ETL (data activation) is the open source ( OSS ) data activation platform to load data from warehouses into Webhooks and SaaS tools like Klaviyo, Facebook Ads, Salesforce, Braze etc. Valmi.io Customer Data Platform (CDP) helps track and ingest user activity events from websites, shopify, serverside events. https://cloud.valmi.io

opyrator - 🪄 Turns your machine learning code into microservices with web API, interactive GUI, and more.

MLOps vs Kedro mnist-mlops-learning vs lightning-hydra-template MLOps vs MLflow mnist-mlops-learning vs Media-Recommendation-Engine MLOps vs fastapi mnist-mlops-learning vs MLflow MLOps vs valmi-activation mnist-mlops-learning vs opyrator