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GitHub topics: mlops-pipeline

yashpotdar-py/water-potability-detection

A machine learning project to predict water potability based on quality parameters, featuring an end-to-end MLOps pipeline, a web interface, and scalable deployment with monitoring and CI/CD support.

Language: Jupyter Notebook - Size: 4.09 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

NimbleBoxAI/nbox

The official python package for NimbleBox. Exposes all APIs as CLIs and contains modules to make ML 🌸

Language: Python - Size: 63.7 MB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 86 - Forks: 13

Kaustbh/Text-Summarizer

Language: Jupyter Notebook - Size: 38.2 MB - Last synced at: 3 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

saibattula93/Image-Classification

Developed an image classification web app using CNN to differentiate cats and dogs. Achieved high accuracy, precision, recall, and F1 score. Pipeline involves data preprocessing, model training, Docker deployment on AWS ECS, user-friendly interface, and reliable CI/CD. Showcases deep learning's potential in image analysis.

Language: Jupyter Notebook - Size: 189 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

Related Keywords
mlops-pipeline 4 deep-learning 2 mlops 2 practical-mlops 1 api 1 cicd 1 docker 1 fastapi 1 huggingface-datasets 1 huggingface-transformers 1 text-summarizer 1 aws-deployment 1 convolutional-neural-networks 1 data-preprocessing 1 docker-containers 1 image-classification 1 model-evaluation 1 web-application-development 1 model-serving 1 model-monitoring 1 model-management 1 model-deployment 1 mlops-workflow 1 mlops-tool 1 mlops-automation 1 ml-service 1 ml-platform 1 ml-infrastructure 1 machine-learning 1 data-science 1 python 1 dvc-pipeline 1 ci-cd 1