Quality of a Classifier Model
I have been trying out a classifier model in ML studio, and I have got some results in the Visualize option. I can see the values for Precision, Recall, Accuracy, threshold and also the Confusion Matrix. Now my question is, which of the above mentioned…
Can I add OpenAPI specification to a webservice deployed with AzureML in AKS?
I'd like to deploy a machine learning service using AzureML on AKS. I also need to add some OpenAPI specification for it. Features in https://video2.skills-academy.com/en-us/azure/machine-learning/how-to-deploy-azure-kubernetes-service?tabs=python are…
How to create a machine learning workspace in Microsoft Azure?
I want to create a machine learning workspace in Microsoft Azure but I am not able to do it. Please provide me demo of it or provide me steps with detailed description.
Azure ML real-time inference endpoint deloyment stuck on transitioning status
I can't use ml real-time inference endpoint becouse it's stuck on transitioning status (more than 20 hours). Could you help me with that?
Different results with same input in request/response if input by one row or several rows in Azure Machine Learning Studio
Hi all, I created a classifier by trained SVM and PCA as well as normalization transformation. And use Request/Response Excel to test. And if I only input for one row, all the PCA would be "0" but if I put more than one…
No option to select Local machine for compute in Azure ML
Hi, I have created ML space for experimenting ML on azure. However to execute my ML work I need to select compute target and as per Azure docs I can select local machine or remote compute but I don't see option to select local machine. I only have…
Clean Missing Data
While doing a machine learning algorithm in Azure ML Studio, I used a dataset which contained some missing data. So I used the Clean Missing Data module for this purpose. Inn the fields section, there are fields named as Minimum Missing Value Ratio and…
creating conda environment on azure hdinsight spark cluster taking hours
trying to follow the code in this tutorial , https://github.com/Azure/MachineLearningNotebooks/blob/master/how-to-use-azureml/training/train-in-spark/train-in-spark.ipynb when i send the run to run to azure ml, the run essentially stalls on the step…
Model for Predicting Earthquakes
I am planning to create an Azure Machine Learning model to Predict the number of Earthquakes based on past historical data. I am asked to use one of the Regression techniques. Which regression model should I be using? Can I use Logistic Regression, or…
Model for Amount spent in a Supermarket
I was asked to create a model to predict the average amount of money spent by a user at a Supermarket. But I am unable to identify which algorithm would be most appropriate. Which algorithm can I use? Can I use Regression, or Clustering, or…
How to use "Web serivie iput"module on MicroSoft Azure Machien lerning designer reak-time inferance
I deplyed image classificatin reak-time inferanceon on Azure Machine Lerning designer. So Id like to test this model by using REST API. but REST API Need prameter og Image by Data Ftame directory Type parametar. Can I use REST API by using direct…
In Automated ML how modules are linked together?
In Automated ML how modules are linked together?. Since we build many modules inside the Automated ML, how these modules are inter-linked and how they interact?
Machine Learning Server - Where are the web services published stored?
For machine learning server, we are able to publish model as a web service to Machine Learning Server using the publishService() function from the mrsdeploy package. For the published web services, where can they be found? First, are the published…
LGPL license restriction in azureml-core phyton library
Hello all, We are using azureml-core phyton library to interact with Azure Machine Learning Workspace. The library is hosted on https://pypi.org/project/azureml-core--> https://pypi.org/project/azureml-core/ It is authored by Microsoft and…
" Object of type 'int64' is not JSON serializable" when running automl time series
I am trying to use the Online ML studio and running an "Automated ML". I upload my dataset (see simple example below) which passes fine and then I start a automl experiment selecting "time series forecasting". I select all the…
Consume private packages from DevOps Artifacts in AzureML
I have published a private Python package to Azure DevOps Artifact. When trying to follow this tutorial I encounter following problem, to which there is no help online whatsoever. { "code": "AciDeploymentFailed", …
No module named 'xgboost'
Hello there, I'm seeing an error - No module named 'xgboost' when attempting to deploy a model using python SDK. Here is my conda yaml file. What am I missing? Unable to get the end point to generate an output. name: project_environment …
Azure Machine Learning and jupyterlab git extension not working
Hi, I need some help trying to understand why I can't see any GIT options (left panel and top selection drop down menu) in my Azure machine learning JupyterLab. I did the following steps: jupyter labextension install @jupyterlab/git pip install…
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…
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