How To Create Azure Machine Learning Datasets

This article continues from the last article about learning to create the compute resources in the Azure Machine Learning workspace.

After that, create the Azure Machine Learning Datasets. You would like to make data for model training machine learning solutions. And other operations are typically encapsulated in an object called a dataset.

In Azure Machine Learning Create a dataset

Login with Created Machine Learning workspace.

Steps

Select the Datasets option into the Assets for creating the Datasets.

Then, in the dataset,

Select the Registered datasets option.

Then, select Create dataset from the optional menu.

After that, open the Create dataset option.

Into the Basic info option, fill in the information.

  • Name: enter the dataset name (unique).
  • Dataset type: select the Tabular type. Description: enter the description of the dataset.

After that, move and select the Next option.

How to Create Azure Machine Learning Datasets

After that,

Into the Datastore and file selection option.

Select the Upload and choose the Upload files option.

Select and open the excel site from the location.

After that upload the file. Then click to Next.

How to Create Azure Machine Learning Datasets

After that,

Fill the details into the Settings and preview.

  • Select the file format: Delimited
  • Select the Delimiter: Comma
  • Select the Encoding: UF-8
  • Select the Column headers: Only the first file has headers
  • Select the Skiprows: one

Do not need to select the Dataset that contains multi-line data.

then, click the next option.

How to Create Azure Machine Learning Datasets

After that, into the Schema,

Include all columns other than Path.

Review the automatically detected types.

Then, click on the Next option.

How to Create Azure Machine Learning Datasets

After that, in Confirm details, check the details (Basic info, Datastore and selection, and File settings).

Then, click on the Create option for the dataset,

Then, finally create the Dataset.

You can see the created data source.

Then, explore the dataset.

How to Create Azure Machine Learning Datasets

After that, you can see the explore information here.

How to Create Azure Machine Learning Datasets

Summary

In this article, I showed you how to create Azure Machine Learning Datasets.