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Questions tagged [azure-machine-learning-service]

For questions about Microsoft's cloud-based service for machine learning. Be sure to include in your question the version of azureml-sdk or azureml CLI that you're using and code snippets you may be using.

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1831 questions
16
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3 answers

Access Azure blob storage from within an Azure ML experiment

Azure ML Experiments provide ways to read and write CSV files to Azure blob storage through the Reader and Writer modules. However, I need to write a JSON file to blob storage. Since there is no module to do so, I'm trying to do so from within an…
Steven Borg
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16
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1 answer

How to build an image classification dataset in Azure?

I've a set of images that have a single classification of OPEN (they show something that is open). I couldn't find a way to directly add a status of open to the image reader dataset so I have FULL OUTER JOIN-ed a single ENTER DATA to an IMAGE…
628426
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15
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1 answer

Use Azure Machine learning to detect symbol within an image

4 years ago I posted this question and got a few answers that were unfortunately outside my skill level. I just attended a build tour conference where they spoke about machine learning and this got me thinking of the possibility of using ML as a…
josh
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13
votes
1 answer

Pip installation stuck in infinite loop if unresolvable conflicts in dependencies

Pip installation is stuck in an infinite loop if there are unresolvable conflicts in dependencies. To reproduce, pip==20.3.0 and: pip install pyarrow==2.0.0 azureml-defaults==1.18.0
Cody Peterson
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13
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2 answers

Is it possible to share compute instance with other user?

I create one compute instance 'yhd-notebook' in Azure Machine Learning compute with user1. When I login with user2, and try to open the JupyterLab of this compute instance, it shows an error message like below. User user2 does not have access to…
Huodong
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13
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4 answers

Azure Machine Learning - CORS

I've searched for hours for this and can't find a single thing that answers the question. I've created and published a new Azure Machine Learning service, and have created an endpoint. I can call the service using the Postman REST CLient, but…
Neil
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12
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5 answers

How best to convert from azure blob csv format to pandas dataframe while running notebook in azure ml

I have a number of large csv (tab delimited) data stored as azure blobs, and I want to create a pandas dataframe from these. I can do this locally as follows: from azure.storage.blob import BlobService import pandas as pd import…
random.me
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11
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2 answers

Predicting a users next action based on current day and time

I'm using Microsoft Azure Machine Learning Studio to try an experiment where I use previous analytics captured about a user (at a time, on a day) to try and predict their next action (based on day and time) so that I can adjust the UI accordingly.…
BigBadOwl
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10
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3 answers

ERROR: Cannot uninstall 'ruamel-yaml' while creating docker image for azure ML ACI deployment

I am trying to deploy machine learning model in azure ACI but i am getting following error while creating a docker image Pip subprocess error: ERROR: Cannot uninstall 'ruamel-yaml'. It is a distutils installed project and thus we cannot accurately…
vishal
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10
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1 answer

When should I use Azure ML Notebooks VS Azure Databricks? Both are competitor products in my opinion

Pretty self-explanatory question. When should I use Azure ML Notebooks VS Azure Databricks? I feel there’s a great overlap between the two products and one is definitely better marketed than the other.. I’m mainly looking for information concerning…
dernat71
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1 answer

R package ( qdapTools) version not getting detected correctly in Azure ML

I'm trying to install qdap package in Azure ML. Rest of the dependent packages get installed without any issues. When it comes to qdapTools, I get this error , though the version that I try to install is 1.3.1 ( Verified this from the Decription…
Indi
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9
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2 answers

How to use azureml.core.runconfig.DockerConfiguration class in azureml.core.Environment or azureml.core.ScriptRunConfig class

I use Microsoft Azure Machine Learning (Azure-ml) to run my (python) experiments. For specifying the VM and python environment I use: from azureml.core import Environment from azureml.core import ScriptRunConfig # Other imports and code... #…
Stefan
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9
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1 answer

How to connect AMLS to ADLS Gen 2?

I would like to register a dataset from ADLS Gen2 in my Azure Machine Learning workspace (azureml-core==1.12.0). Given that service principal information is not required in the Python SDK documentation for .register_azure_data_lake_gen2(), I…
bab689
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5 answers

How to delete an experiment from an azure machine learning workspace

I create experiments in my workspace using the python sdk (azureml-sdk). I now have a lot of 'test' experiments littering our workspace. How can I delete individual experiments either through the api or on the portal. I know I can delete the whole…
mike
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9
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2 answers

Azure Machine Learning Studio vs. Workbench

What is the difference between Azure Machine Learning Studio and Azure Machine Learning Workbench? What is the intended difference? And is it expected that Workbench is heading towards deprecation in favor of Studio? I have gathered an assorted…
Travis
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