TSAI-MLOps-BASS
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Session1-Image-Classification-Github-Actions
Session1-Image-Classification-Github-Actions PublicSet up Github actions to validate file handling steps and accuracy score of a Pytorch classification model
Python
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Session2-CIFAR-Deployment-with-Flask-and-Heroku
Session2-CIFAR-Deployment-with-Flask-and-Heroku PublicCreated Resnet18 based Pytorch model and trained on CIFAR10 dataset. Created Flask application for the classification model and deployed on Heroku.
Jupyter Notebook
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Session3-Docker-Flask-Pytorch-Heroku-Imagenet-Classification
Session3-Docker-Flask-Pytorch-Heroku-Imagenet-Classification PublicUse a pretrained model for Imagenet dataset. Build a flask application in a docker container and deploy that to Heroku.
HTML
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Session4-Kubernetes-MongoDB-Express-
Session4-Kubernetes-MongoDB-Express- PublicDeploy MongoDB express with custom Service name in Kubernetes
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mlops-zoomcamp
mlops-zoomcamp PublicForked from DataTalksClub/mlops-zoomcamp
Free MLOps course from DataTalks.Club
Jupyter Notebook
Repositories
- mlops-zoomcamp Public Forked from DataTalksClub/mlops-zoomcamp
Free MLOps course from DataTalks.Club
TSAI-MLOps-BASS/mlops-zoomcamp’s past year of commit activity - Session4-Kubernetes-MongoDB-Express- Public
Deploy MongoDB express with custom Service name in Kubernetes
TSAI-MLOps-BASS/Session4-Kubernetes-MongoDB-Express-’s past year of commit activity - Session3-Docker-Flask-Pytorch-Heroku-Imagenet-Classification Public
Use a pretrained model for Imagenet dataset. Build a flask application in a docker container and deploy that to Heroku.
TSAI-MLOps-BASS/Session3-Docker-Flask-Pytorch-Heroku-Imagenet-Classification’s past year of commit activity - Session2-CIFAR-Deployment-with-Flask-and-Heroku Public
Created Resnet18 based Pytorch model and trained on CIFAR10 dataset. Created Flask application for the classification model and deployed on Heroku.
TSAI-MLOps-BASS/Session2-CIFAR-Deployment-with-Flask-and-Heroku’s past year of commit activity - Session1-Image-Classification-Github-Actions Public
Set up Github actions to validate file handling steps and accuracy score of a Pytorch classification model
TSAI-MLOps-BASS/Session1-Image-Classification-Github-Actions’s past year of commit activity
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