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...

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...

How to download the trained models from Azure machine studio?

I have created two models in azure ml studio and i want to download those models. Is it possible to download train and score models from azure ml studio?

How can I use machine learning modules from Azure ML Studio in Azure ML Workbench

So I've been using Azure ML Studio for a while and now Microsoft have come up with the new tool called Azure ML Workbench. The workbench seems to be pretty low level and it seems that the...

Azure Machine Learning execute R script - Could not find function "rowid" error

I am trying to run R script in Azure ML studio that transposes/reshapes the dataframe from long to wide format (example). My script runs very fine in Rstudio. But the same does not run in Azure ML...

How to read data from S3 using python in Azure ML

import boto3 import io import pandas as pd # The entry point function can contain up to two input arguments: # Param<dataframe1>: a pandas.DataFrame # Param<dataframe2>: a...

How to install and use mmlspark on a local machine with Conda Python?

How to install and use MMLSpark on a local machine with Intel Python 3.6? import numpy as np import pandas as pd import pyspark spark = pyspark.sql.SparkSession.builder.appName("MyApp") \ ...

How to fix ModuleNotFoundError in azureml-sdk when installed inside conda environment

I'm setting up a conda environment on Windows 10 Pro x64 using Miniconda 4.5.12 and have done a pip install of azureml-sdk inside the environment but get a ModuleNotFoundError when attempting to...

How to change the Python version in Azure Machine Learning sdk ContainerImage with CondaDependencies

I am trying to get my Faster R-CNN model into an Container Instance on ACI. For that I need my docker image to posses python version 3.5.*. I specify that in my conda yaml file, but every time I...

Add model description when registering model after hyperdrive successful run

I have successfully trained a model on Azure Machine Learning Service using Hyperdrive that has now yielded a hyperdrive run instance hyperdrive_run =...

import custom python module in azure ml deployment environment

I have an sklearn k-means model. I am training the model and saving it in a pickle file so I can deploy it later using azure ml library. The model that I am training uses a custom Feature Encoder...

Azure ML Studio Error 0035: Features for The vocabulary is empty

I am attempting to give classifications to various bodies of text using Azure ML Studio and I have my successful output all the way until I deploy and test a web service. Once I deploy my web...

export azure ml studio designer project as jupyter notebook?

I hope I am not missing something obvious here. I am using the new azure ml studio designer. I am able to use to create datasets, train models and use them just fine. azure ml studio allows...

"No Kernel!" error Azure ML compute JupyterLab

When using the JupyterLab found within the azure ML compute instance, every now and then, I run into an issue where it will say that network connection is lost. I have confirmed that the computer...

VS Code : Sign In Error :You appear to be offline. Please check your network connection

In VS Code when i try to run the below command for sign in I get below error message and it is not able to login

Azure ML Inference Schema - "List index out of range" error

I have an ML model deployed on Azure ML Studio and I was updating it with an inference schema to allow compatibility with Power BI as described here. When sending data up to the model via REST api...

Register Azure ML Model from DatabricksStep

I'm calculating a model while executing a DatabricksStep in an Azure ML Pipeline, save it on my Blob Storage as .pkl file and upload it to the current Azure ML Run using Run.upload_file (). All...

Example for Azure AutoML Forecasting for time series with multiple covariate features

I would like to use Azure AutoML for forecasting where I have multiple features for one timeseries. Is there any example which I can replicate? I have been looking into:...

Export Pandas Dataframe to csv - Azure AutoML reads the file wrong

I saved a Pandas Dataframe to a csv file. If import it in Azure AutoML it looks like this: ______ ____ It looks fine if I open it with Excel: ____ ____ I export the dataframe with this...

How to use Pipeline parameters on AzureML

I've built a pipeline on AzureML Designer and I'm trying to use pipeline parameters but I'm not able to get the values of those parameters on a python script...

Azure Machine Learning Experiment can't mount blob storage to compute cluster

I'm using Azure ML workspace. I'm having an issue with running ML experiment for segmentation. When I submit a run it will always end with this error: UserError: AzureMLCompute job failed....

Azure ML workspace: how to publish pipeline to existing endpoint instead of creating new

I'm working on deploying an inference pipeline in Azure machine learning workspace. I have created a pipeline using a couple of PythonScriptSteps and want to automate the pipeline publishing using...

Executing R script from Azure function

I want to execute a R script every time an azure function is triggered. The R script executes perfectly on Azure machine learning Studio. But I am failing to execute through azure function. Is...

Can we append data to an existing csv file stored in Azure blob storage through python?

I have a machine learning model deployed in azure designer studio. I need to retrain it everyday with new data through python code. I need to keep the existing csv data in the blob storage and...

How can I save or extract my machine learning model developed in Azure ML Studio?

So I have built my machine learning prediction model in Azure ML Studio. I want to use that model for my Web App where I will be using Flask & Heroku for development purpose.

Download a trained ML Model from Azure ML studio to deploy on a standalone computer

I have setup a ML model in Azure ML studio and I am able to use the ML Studio's Web API to obtain predictions. The key challenge with keeping the model hosted within Azure ML Studio is client...

Real Time Inference Pipeline without Designer

i am currently getting into Azure Machine Learning. I am trying out the learning path for Data Scientists. In that learning path, the Designer is introduced, where Pipelines are being published to...

Get second last value in each row of dataframe, R

I am trying to get the second last value in each row of a data frame, meaning the first job a person has had. (Job1_latest is the most recent job and people had a different number of jobs in the...

'MSIAuthentication' object has no attribute 'get_token'

On Azure ML Workspace Notebook, I'm trying to get my workspace instance, as seen at https://docs.microsoft.com/en-us/azure/machine-learning/tutorial-auto-train-models#configure-workspace. I have a...

AzureML Dataset.File.from_files creation extremely slow even with 4 files

I have a few thousand of video files in my BlobStorage, which I set it as a datastore. This blob storage receives new files every night and I need to split the data and register each split as a...