Adminmluservoice
(Program Manager, Microsoft Azure Machine Learning, Microsoft Azure)
My feedback
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4 votes
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1 vote
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1 vote
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1 vote
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61 votes
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11 votes
Thanks, Nathan for your feedback. We have just released a preview feature that enables deployment of Spark ML models.
Information can be found here: https://github.com/Azure/Spark-Operationalization-On-Azure
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6 votes
We have added a new feature called the Notebook Service that allows launching Jupyter with Python 2 and 3 support from Azure ML.
http://blogs.technet.com/b/machinelearning/archive/2015/07/24/introducing-jupyter-notebooks-in-azure-ml-studio.aspxWe also released a new feature that enables publishing models and functions as web services directly from Python - running locally (e.g. on Jupyter). The following blog post provides an example on how to use this feature.
http://blogs.technet.com/b/machinelearning/archive/2015/08/21/build-and-deploy-a-predictive-web-app-using-python-and-azure-ml.aspx -
13 votesplanned ·Adminmluservoice
(Program Manager, Microsoft Azure Machine Learning, Microsoft Azure)
responded
This feature is on our roadmap.
We have released a new feature that enables publishing models and functions as web services directly from Python - running locally (e.g. on Jupyter) or from the Azure ML Notebook Service. The following blog post provides an example on how to use this feature.
http://blogs.technet.com/b/machinelearning/archive/2015/08/21/build-and-deploy-a-predictive-web-app-using-python-and-azure-ml.aspx -
68 votesplanned ·Adminmluservoice
(Program Manager, Microsoft Azure Machine Learning, Microsoft Azure)
responded
PowerBI is on the roadmap.
Thank you for your suggestion Kashi. We have PowerBI integration on our roadmap although I cannot commit to a timeline.
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21 votesunder review ·Adminmluservoice
(Program Manager, Microsoft Azure Machine Learning, Microsoft Azure)
responded
Nupic is a deep learning algorithm that Numenta is developing and promoting. The closest thing that is currently part of AML is building a multi-layered, neural network, but there are lots of fundamental differences between NuPIC and vanilla neural networks. It will take a substantial amount of engineering for it to be incorporated, and we will evaluate if it will fit in the backlog.
Hi Anthony, thank you for your suggestion. I reached out to our data science team to see if there are any obvious synergies.
Azure ML dataprep sdk allows you to read line separated json files from Azure blob storage. In addition the SDK has rich set of features for transformations and preparing the data for machine learing.
You can get the sdk and the associated documentation from the below links. You can also find a link to example notebook for reading json files below
the sdk also allows to convert the data from its format to Python dataframe.
https://github.com/Microsoft/AMLDataPrepDocs
https://github.com/Microsoft/AMLDataPrepDocs/blob/master/tutorials/getting-started/getting-started.ipynb
https://github.com/Microsoft/AMLDataPrepDocs/blob/master/how-to-guides/read-json.ipynb