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Projects in Awesome Lists tagged with ml-ops

A curated list of projects in awesome lists tagged with ml-ops .

https://github.com/prefecthq/prefect

Prefect is a workflow orchestration framework for building resilient data pipelines in Python.

automation data data-engineering data-ops data-science infrastructure ml-ops observability orchestration pipeline prefect python workflow workflow-engine

Last synced: 16 Dec 2024

https://github.com/PrefectHQ/prefect

Prefect is a workflow orchestration tool empowering developers to build, observe, and react to data pipelines

automation data data-engineering data-ops data-science infrastructure ml-ops observability orchestration pipeline prefect python workflow workflow-engine

Last synced: 29 Oct 2024

https://github.com/upgundecha/howtheysre

A curated collection of publicly available resources on how technology and tech-savvy organizations around the world practice Site Reliability Engineering (SRE)

alerting chaos-engineering dev-ops devops hacktoberfest hacktoberfest-accepted incident-management incident-response infrastructure ml-ops monitoring observability on-call post-mortem reliability security site-reliability-engineering software-engineering sre sre-culture

Last synced: 16 Dec 2024

https://github.com/sematic-ai/sematic

An open-source ML pipeline development platform

ai data-science machine-learning ml ml-ops ml-pipeline ml-pipelines mlops pipeline python python3

Last synced: 15 Nov 2024

https://github.com/matsmoll/aligned

The DBT of ML, as Aligned describes data dependencies in ML systems, and reduce technical data debt

ai data-contracts data-lake datacontracts dbt feature-engineering feature-store ml ml-ops mlops

Last synced: 15 Dec 2024

https://github.com/adampaternostro/azure-big-data-and-machine-learning-architecture

A ready to use architecture for processing data and performing machine learning in Azure

azure azure-data-factory azure-data-lake big-data ml-ops

Last synced: 03 Dec 2024

https://github.com/thenewflesh/flatiron

A library of computer vision models and a streamlined framework for training them.

cnn computer-vision convolutional-neural-network data-science deep-learning machine-learning ml-ops tensorflow tensorflow2 unet

Last synced: 27 Oct 2024

https://github.com/vortico/flama-demos

Examples showcasing Flama 🔥

api demos flama machine-learning ml-ops rest-api

Last synced: 11 Nov 2024

https://github.com/blacksujit/location-based-analysis

This project aims to perform restaurant location-based analysis using machine learning techniques. It involves predicting restaurant ratings based on user inputs and displaying restaurant locations on a map.

anaylsis deployement-strategy flask flask-application forms location-based location-based-analysis location-services machine-learning machine-learning-algorithms machine-learning-models ml ml-ops mlops model-development model-development-repository

Last synced: 01 Dec 2024

https://github.com/terilios/automated_data_scientist

Automated Data Scientist: An intelligent, adaptive data analysis tool that leverages AI-driven automation to dynamically plan, execute, and refine data science workflows. Automatically handles data preparation, analysis planning, code generation, and result interpretation using advanced language models.

adaptive-analytics ai-driven-analytics ai-powered-data-tools api-integration automated-data-science automation data-insights data-preparation data-science-workflow data-visualization dynamic-analysis-planning exploratory-data-analysis intelligent-data-processing language-models machine-learning ml-ops openai-gpt python scalable-data-analysis

Last synced: 11 Nov 2024