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[Talk] Boy meets Girl: A Machine Learning Deployment Story

vladiliescu.net · published 23 February 2019

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Host

https://azure.microsoft.com/en-us/services/machine-learning-service/

azure.microsoft.com

https://azure.microsoft.com/en-us/services/machine-learning-studio/

azure.microsoft.com

[Talk] Machine Learning in Azure: Service versus Studio Read at the source ↗

vladiliescu.net

https://github.com/vladiliescu/talks/tree/master/Boy%20meets%20Girl

github.com

https://github.com/vladiliescu/talks/tree/master/Boy%20meets%20Girl/BmG.ipynb

github.com

http://jupyter.org

jupyter.org

https://github.com/vladiliescu/talks/tree/master/Boy%20meets%20Girl/data/iris.data.csv

github.com

https://archive.ics.uci.edu/ml/datasets/iris

archive.ics.uci.edu

https://studio.azureml.net

studio.azureml.net

https://gallery.azure.ai/Experiment/Custom-Python-model-integration-using-the-Iris-dataset

gallery.azure.ai

https://github.com/vladiliescu/talks/tree/master/Boy%20meets%20Girl/conda_dependencies.yml

github.com

http://conda.io

conda.io

https://github.com/vladiliescu/talks/tree/master/Boy%20meets%20Girl/score.py

github.com

https://github.com/vladiliescu/talks/tree/master/Boy%20meets%20Girl/input.json

github.com

https://code.visualstudio.com

code.visualstudio.com

https://marketplace.visualstudio.com/items?itemName=ms-toolsai.vscode-ai

marketplace.visualstudio.com

https://marketplace.visualstudio.com/items?itemName=humao.rest-client

marketplace.visualstudio.com

https://docs.microsoft.com/en-us/azure/machine-learning/studio/create-experiment

docs.microsoft.com

https://docs.microsoft.com/en-us/azure/machine-learning/service/tutorial-train-models-with-aml

docs.microsoft.com