Search Results for: azure


Usage of Classification with Clustering technique.

Clustering in Azure Machine Learning

January 13, 2021 by

Introduction In this article, we will be discussing Clustering in Azure Machine Learning which is another machine learning technique such as Regression analysis, Classification analysis. During this article series, we have discussed the basic cleaning techniques, feature selection techniques and Principal component analysis, Comparing Models and Cross-Validation until today. We will introduce further few techniques […]

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Using Templates in Azure Data Factory

January 8, 2021 by

In the previous articles of this Azure Data Factory series, we showed different scenarios in which we can take advantage of the Azure Data Factory in copying data from variant data stores and optionally transform the data before loading it to the destination datastore. In all examples that are provided in the previous articles, we […]

Comparing models with the inclusion of Cross Validation in AML.

Cross Validation in Azure Machine Learning

January 4, 2021 by

Introduction After discussing a few algorithms and techniques and comparison of models with Azure Machine Learning, let us discuss a validation technique, which is Cross-Validation in Azure Machine Learning in this article. During this series of articles, we have learned the basic cleaning techniques, feature selection techniques and Principal component analysis etc. After discussing Regression […]

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Dependencies in Azure Data Factory

December 30, 2020 by

In the previous articles of this series, we showed how to create Azure Data Factory pipelines that consist of multiple activities to perform different actions, where the activities will be executed sequentially. This means that the next activity will not be executed until the previous activity is executed successfully without any issue.

Creating the Azure Function App

Logging messages from Azure Functions to Azure SQL Database

December 25, 2020 by

In this article, I am going to explain how to create a serverless application using Azure Functions and use Azure SQL Database to log messages generated by the function. In this world of cloud-based applications, it is very important that you are aware of how to create and design serverless applications. An important aspect while […]

Multiclass classificaiton for comparison in Azure Machine Learning.

Comparing models in Azure Machine Learning

November 23, 2020 by

Introduction After discussing a few algorithms and techniques with Azure Machine Learning let us discuss techniques of comparison in Azure Machine Learning in this article. During this series of articles, we have discussed the basic cleaning techniques, feature selection techniques and Principal component analysis, etc. After discussing Regression and Classification analysis let us focus more […]