Azure Machine Learning
An Azure machine learning service for building and deploying models.
2,650 questions
1 answer
One of the answers was accepted by the question author.
Update out of date packages on Azure Machine Learning Compute instance
Started up a STANDARD_D11_V2 cluster to run some notebooks on. Wanted to use json_normalize from pandas: https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.json_normalize.html and I get the below error: AttributeError: module 'pandas' has…
asked 2020-08-28T10:02:32.077+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(99.2, 90%, 19%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EPN%3C/text%3E%3C/svg%3E)
philmarius-new
126
Reputation points
accepted 2020-09-02T13:30:23.053+00:00
philmarius-new
126
Reputation points
1 answer
Jupyterlab page is blank
In my Workspace, after creating a compute, when I click on Jupyterlab , I get a blank page. When I click on Jupyter, the notebook work fine. Whats the issue
asked 2020-08-27T20:22:33.367+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(73.60000000000001, 81%, 17%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EFB%3C/text%3E%3C/svg%3E)
Farhan Baboojee
1
Reputation point
commented 2020-09-01T05:29:19.263+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(22.400000000000002, 11%, 12%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERM%3C/text%3E%3C/svg%3E)
Ramr-msft
17,626
Reputation points
1 answer
Accessing the my ML Model from azure ml
I am accessing my ML modal that i have deployed on azure ml and using that model to predict but is there any way i can pass the data other than json format ?
asked 2020-08-29T22:13:02.17+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(227.2, 79%, 32%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EYP%3C/text%3E%3C/svg%3E)
Yash Pathak
1
Reputation point
commented 2020-09-01T03:52:24.683+00:00
Ramr-msft
17,626
Reputation points
1 answer
How is AML's average GpuUtilization metric computed?
How is the "GpuUtilization" metric computed for an AML workspace? What are the inputs and what is the equation used to compute GpuUtilization? The "metrics" tab in the AML web portal shows a chart of the GpuUtilization over a…
asked 2020-08-26T14:04:09.953+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(83.2, 59%, 18%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EWB%3C/text%3E%3C/svg%3E)
Will Boyd
6
Reputation points
commented 2020-08-31T15:26:55.6+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(214.4, 45%, 30%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EGM%3C/text%3E%3C/svg%3E)
GiftA-MSFT
11,161
Reputation points
1 answer
Git integration with ML Azure Jupyterhub is very slow
JupyterLab (in ML Azure) default mounts a shared file system for all users in my workspace. The documentation recommends to "clone git repositories into our own user directory". It works, but it is extremely slow. A simple 'git status' can take…
asked 2020-08-27T07:33:39.823+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(195.2, 5%, 28%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EGG%3C/text%3E%3C/svg%3E)
Giovanni GATTI PINHEIRO
21
Reputation points
answered 2020-08-31T10:03:21.92+00:00
romungi-MSFT
43,341
Reputation points Microsoft Employee
1 answer
Access Azure Machine Learning logs from another Azure Project
I am running two Azure instances. The main instance can be considered the parent instance and will house all insights across all the children instances. The children instances are aligned to specific lines of business performing machine learning. The…
asked 2020-08-28T07:55:55.923+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(153.6, 44%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EB%3C/text%3E%3C/svg%3E)
bryce
1
Reputation point
answered 2020-08-29T00:19:56.137+00:00
GiftA-MSFT
11,161
Reputation points
0 answers
ModuleExceptionMessage:ColumnUniqueValuesExceeded: Number of unique values in column: ds is greater than allowed.
We are trying to train a model using the Boosted Tree Regression model and running into the "ModuleExceptionMessage:ColumnUniqueValuesExceeded: Number of unique values in column: "ds" is greater than allowed." error. This is a time…
asked 2020-08-12T17:42:15.8+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(252.8, 34%, 34%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EVM%3C/text%3E%3C/svg%3E)
Vik Manne
6
Reputation points
commented 2020-08-28T21:47:01.63+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(278.4, 1%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EYM%3C/text%3E%3C/svg%3E)
YutongTie-MSFT
47,421
Reputation points
1 answer
How to deploy Azure automated machine learning model to production to generate forecast
I managed to use Azure automated machine learning to train a time series forecasting model in Azure machine learning studio. We get new data only once a month, therefore we do not think that web service is necessary for our needs. We want to deploy…
asked 2020-08-13T10:25:20.727+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(153.6, 84%, 24%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EHN%3C/text%3E%3C/svg%3E)
Huy Nguyen
1
Reputation point
commented 2020-08-28T21:45:06.063+00:00
YutongTie-MSFT
47,421
Reputation points
1 answer
How to deploy Azure automated machine learning model to generate forecast
I managed to use Azure automated machine learning to train a time series forecasting model in Azure machine learning studio. We get new data only once a month, therefore we do not think that web service is necessary for our needs. We want to deploy…
asked 2020-08-13T10:21:51.69+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(204.8, 72%, 29%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EHN%3C/text%3E%3C/svg%3E)
Huy Nguyen
1
Reputation point
commented 2020-08-28T21:43:38.583+00:00
YutongTie-MSFT
47,421
Reputation points
2 answers
azureml-sdk and azure-identity==1.4.0
In our project we already use azure-identity==1.4.0 (to use az cli authentication in development - DefaultAzureCredential). Now we would like to use azureml-sdk however it seems that it only works with azure-identity<1.3.0. Is there any workaround…
asked 2020-08-26T16:47:29.627+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(118.4, 74%, 21%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EM%3C/text%3E%3C/svg%3E)
Marcin
1
Reputation point
commented 2020-08-28T17:39:55.817+00:00
YutongTie-MSFT
47,421
Reputation points
1 answer
Deploy ML model to Kubernetes + overwrite previous endpoint
I'm building a CI/CD pipeline in Azure DevOps for the deployment of my Machine Learning model to Azure Kubernetes Service. I have the following task in my YAML pipeline file (replaced some of the values with '...'): - task: AzureCLI@1 displayName:…
asked 2020-08-26T07:12:45.377+00:00
Axel Vandevelde
1
Reputation point
commented 2020-08-28T04:08:04.01+00:00
Ramr-msft
17,626
Reputation points
1 answer
MLS version (9.4.7) is supported up to Cloudera 6.1
The current latest MLS version (9.4.7) is supported up to Cloudera 6.1 only, so wanted to check if there are any plans and a timeline to certify/support Cloudera 6.3.2 versions.
asked 2020-08-13T15:02:10.617+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(291.2, 33%, 38%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EAC%3C/text%3E%3C/svg%3E)
Analaura Carbonell
1
Reputation point
answered 2020-08-25T13:25:28.9+00:00
GiftA-MSFT
11,161
Reputation points
1 answer
Microsoft Machine Learning getting sample sizes and other information
Hi, We are using the Microsoft Machine Learning library (Microsoft.ML). We have the following script working: var trainingData = mlContext.Data.LoadFromTextFile<CSOData>( path:…
asked 2020-08-23T14:15:06.863+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(310.4, 18%, 40%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EIH%3C/text%3E%3C/svg%3E)
Ian Hannah
21
Reputation points
answered 2020-08-25T04:59:17.123+00:00
Ramr-msft
17,626
Reputation points
1 answer
Is there a way to access compute quotas with the Azure CLI or Python SDK?
I want to tabulate the compute quotas for each Azure ML workspace, in each Azure location, for my organization's Azure subscription. Although it is possible to look at the quotas manually through the Azure Portal (link), I have not found a way to do this…
asked 2020-08-12T16:10:41.713+00:00
Will Boyd
6
Reputation points
commented 2020-08-24T14:25:09.913+00:00
GiftA-MSFT
11,161
Reputation points
0 answers
Experiment added into collection becomes a deleted item
I cannot add these experiments into my collections. Whenever I add them, and then refresh my page to see if they are in the collections, they become deleted items. Is this some sort of bug?
asked 2020-08-06T01:19:11.863+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(57.599999999999994, 17%, 15%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EPK%3C/text%3E%3C/svg%3E)
Pham, Kenny Qui-Khang
1
Reputation point
commented 2020-08-18T07:49:56.777+00:00
romungi-MSFT
43,341
Reputation points Microsoft Employee
1 answer
Deleted Azure ML Key Vault
Does anyone have an idea if there's a way to associate an existing ML resource with a different key vault, storage account, etc? The names generated for these resources when you create a ML resource do not match our naming convention, plus, our key vault…
asked 2020-08-12T14:42:40.113+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(96, 90%, 19%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EE%3C/text%3E%3C/svg%3E)
EnsembleMark2
1
Reputation point
commented 2020-08-18T07:44:52.287+00:00
romungi-MSFT
43,341
Reputation points Microsoft Employee
0 answers
AI Build Flow Getting Failed Due to Error "Action 'Predict' failed"
Dear Team, Trying to build a AI Build solution flow to capture the PDF information, but getting below error details Start time: Aug 14, 09:23 AM (2 h ago) Duration: 00:00:41 Status: Failed Error: Action 'Predict' failed Error Details: …
asked 2020-08-14T06:51:43.25+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(188.79999999999998, 83%, 28%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMR%3C/text%3E%3C/svg%3E)
Manoj Remala
1
Reputation point
commented 2020-08-18T07:40:23.423+00:00
romungi-MSFT
43,341
Reputation points Microsoft Employee
1 answer
How to assign a value to a text in Mashin Learning?
Hello Everyone, I'm a new user of Microsoft Azure Mashin Learning studio so sorry if my Question is not challenging enough. so i'm trying to train a model and my data looks like this ]1 the First row is ID ,the second is the Description (this is the…
asked 2020-08-10T13:25:51.903+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(86.4, 46%, 18%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EMB%3C/text%3E%3C/svg%3E)
mostafa Bouzari
1
Reputation point
commented 2020-08-13T15:50:49.137+00:00
GiftA-MSFT
11,161
Reputation points
4 answers
how to retrain model and deploy (if new model is better) by schedule or trigger with Azure MLops ?
Hi i am beginner of azure. i am trying to use mlops. it is not easy to not programmer... but i want to practice mlops. i want to retrain model by scheduling. please let me know how to retrain model and deploy (if new model is better) by…
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(156.8, 70%, 25%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3EA%3C/text%3E%3C/svg%3E)
1 answer
Zoom or increase size of a cell in azure notebooks
Hi, I have a plot but the cell is quite small to correctly display the plot, I didn´t find how to zoom or increase cell size for better display, any alternative?
asked 2020-08-10T22:15:34.127+00:00
![](data:image/svg+xml, %3Csvg xmlns='http://www.w3.org/2000/svg' height='64' class='font-weight-bold' style='font: 600 30.11764705882353px "SegoeUI", Arial' width='64'%3E%3Ccircle fill='hsl(278.4, 78%, 36%)' cx='32' cy='32' r='32' /%3E%3Ctext x='50%25' y='55%25' dominant-baseline='middle' text-anchor='middle' fill='%23FFF' %3ERL%3C/text%3E%3C/svg%3E)
Raúl Andrés Duque Murillo
236
Reputation points
answered 2020-08-12T12:13:48.643+00:00
Ramr-msft
17,626
Reputation points