https://github.com/fernandezfran/deployment
deployment of machine learning models
https://github.com/fernandezfran/deployment
deployment machine-learning plant-seedlings-classification titanic-survival
Last synced: 5 months ago
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deployment of machine learning models
- Host: GitHub
- URL: https://github.com/fernandezfran/deployment
- Owner: fernandezfran
- Created: 2023-01-25T18:42:16.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2023-02-07T22:47:04.000Z (over 3 years ago)
- Last Synced: 2025-10-25T11:26:31.183Z (8 months ago)
- Topics: deployment, machine-learning, plant-seedlings-classification, titanic-survival
- Homepage: https://www.udemy.com/certificate/UC-e1621cc2-3b9d-459b-8c13-fcf9c9353582/
- Size: 2.62 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# deployment
this repo contains the assignment activities of the udemy course
[Deployment of Machine Learning models](https://www.udemy.com/course/deployment-of-machine-learning-models/)
(their [repo](https://github.com/trainindata/deploying-machine-learning-models/))
and some extra work with the well known titanic survival dataset
- in [this branch](https://github.com/fernandezfran/deployment/tree/research-and-development)
is the research and development of the model
- in [this other branch](https://github.com/fernandezfran/deployment/tree/production-model-package)
is the production of the model package with continuous integration using ghactions
- the deployed serving application using the previous develped model package and
docker as container can be found [here](https://github.com/fernandezfran/deployment/tree/model-serving-api)
- at last, there is an [extra branch](https://github.com/fernandezfran/deployment/tree/cnn-with-big-data)
with the section of deep learning model with big data using the v2 plant seedlings
dataset