Does the Data scientist Associate DP-100 exam contain lab sessions and many case studies?
I am preparing for the DP-100 exam and want to know the best way to prepare.
Azure ML Pipeline fails using attached data science ubuntu VM
I'm trying to use an attached Data Science VM as compute for an Azure ML pipeline, and the job fails even though it runs normally when using a compute instance. The same error is reproduced by running this sample using the Data Science VM for the…
Is there any AI application or tool in Microsoft which can be used in elementary classes?
any virtual reality or augmented reality application which can be introduced in elementary classes.
Unable to import azureml-automl on DSVM
I have Ubuntu 20.04(23.12.18), tried to import auto-ml library below but failed with messages below. ERROR:prophet.plot:Importing plotly failed. Interactive plots will not work. It seems "plotly" library imports "prophet" but plotly…
Can't run training in multi-gpu setting
I am new to multi-gpu training. My code ran perfectly on my Laptop's GPU (single RTX 3060) and it runs out of memory using four GPUs. I think it may be due to a misconfiguration of my GPUs or misuse of DDP strategy in Lightning. I hope someone can help…
Nvidia drivers not working on DSVM
Hi, I'm trying to set up a VM with CUDA installed and figured I would go with the DSVM image, since according to specification it should work out of the box. However when I connect to my VM (NC6s v3) and execute nvdia-smi i get: $ nvidia-smi NVIDIA-SMI…
Unable to use node selector option in cli command "az k8s-extension create" while installing ml entension in AKS
We are using the below commands to install the ml extension in our AKS cluster with node selector config, but ending up with the attached error. AKS_ML_Extension_Command1.png AKS_ML_Extension_Command2.png Commands Used: az k8s-extension create --name…
Windows DSVM on a Standard_NC24ads_A100_v4
Hello, I'm trying to deploy a Standard_NC24ads_A100_v4 vm with a Windows DSVM image but I always end up in a failed state. According to this page https://learn.microsoft.com/en-us/azure/virtual-machines/nc-a100-v4-series Windows VM are supported but…
Hello, Intro: I've trained ML algorithms using Azure Automl. Specifically timeseries forecasting algorithms. Goal: I would like to test the best model on the training data itself (i know it's not best practice)
Hello, Intro: I've trained ML algorithms using Azure Automl. Specifically timeseries forecasting algorithms. Goal: I would like to test the best model on the training data itself (i know it's not best practice), but i would like the training…
No space left on device
Hello, I am very much of a beginner to Azure and cloud computing. Therefore, I have two questions: Currently, I am aiming to train whisper-AI on common voice dataset that is available on hugging face. The dataset is a datasetDict object. I have saved it…
How to use Tensorflow with AMD Vega 10 GPU
Hello, I have been using Azure virtual machines to train deep learning models in Tensorflow. Recently, I created an NVas v4 machine with the Data Science VM Ubuntu image and am unable to use the GPU. My understanding is that the NVas v4 GPU is an AMD…
Azure Data Science Virtual Machine not picking Cuda drivers.
Hi all, I have tried to create a DSVM (Windows Gen1) because I want to use Cuda however when I try to run Pytorch its telling me that no Cuda available. I'm using 'NCasT4_v3' and i have tried to update the NVIDIA driver but still its not working I spent…
During the audit, the Government Authorities request the (physical) identification data of the Data Center.
In order to perform an Audit, the governmental authorities from an EU state request data regarding the physical identification of the Microsoft Data Center, where our clients' data is located. It is the form of the Address of the Data Center where the…
fatal: could not create work tree dir 'azure-ml-labs': Read-only file system
I was trying to clone this repo in my cloud shell in azure and I get this error
How to became Microsoft Certified Data Scientist?
What are the steps to become a certified data scientist? What are the requirements for becoming a certified data scientist? What are the benefits of becoming a certified data scientist? What are the different data science certifications available? …
What is the Learning path to Became a data scientist?
What are the learning paths in MS Learn for Data Science, Machine Learning, and Deep Learning with Python as the base programming language? How to get the Microsoft Certification.
DSVM does not boot
Hi all, Tried to create Ubuntu based DSVM on Standard NV6ads A10 v5, but the deployment is not completed because machine does not fully boot. On the console I see it enters infinite loop on loading kernel modules. So the question is: is Ubuntu DSVM…
Unable to deploy the trained model using Azure SDK v2
And lastly deployment logs shows this: Instance status: SystemSetup: Succeeded UserContainerImagePull: Succeeded ModelDownload: Succeeded UserContainerStart: InProgress Container events: Kind: Pod, Name: Pulling, Type: Normal, Time:…
Forecasting issue with AutoML
I am trying to forecast points over a dataset. One of my column is "home", a column full of 0 or 1 (boolean). I receive the error of having only defined values at the end of the dataset for this column while it is false since I checked over it…
Trying to create a VM with NVidea GPU, don't care about the region
How can I create an NC series VM. I don't care about the region, but whatever region I try it's not listed. Why can't I select the VM size first, then the region? For ML training it doesn't matter that much. How do I proceed?