AzureMLWorkshop

This repo contains a description for the Azure ML workshop at Machine Learning Paris on 1 MAR 2017. The corresponding video is available at http://nuit-blanche.blogspot.fr/2017/03/ce-soir-paris-machine-learning-hors.html

• 18:30 Welcome

• 19:00-21:00 : Machine Learning & Azure, with a strong focus on Azure Machine Learning

  • 20' Intro presentations
    • introduction to Azure
    • Machine Learning & Azure (Azure ML, Cognitive Services, CNTK, GPU, data science VMs, …)
    • Azure ML (runtime, dev, pricing, …)
  • 75' Azure ML workshop & demos
    • ~10' open a free Azure ML account
    • ~20’ In Azure ML Studio, create an experiment and expose it as a web service
    • ~10’ use R, Python and Jupyter notebooks in Azure ML
    • ~15: retrain a Web Service from Python code
    • ~10’ Cortana Intelligence Gallery sample: predictive maintenance
    • ~10' Best Coefficient of Determination presentation

• 21:00 - Q&A, pizzas, Beers, Networking

The short link for this repo is https://aka.ms/azureml170301