Azure

Ahmad Yaseen
Trigger Now a pipeline

How to monitor Azure Data Factory

January 15, 2021 by

In the previous articles of this series, we discussed how to perform different types of activities using Azure Data Factory. These tasks include copying data between different data stores, running SSIS packages and transforming data before writing it to a new data store.

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Prashanth Jayaram
List the compute usage DTU

How to perform Azure SQL database Import/Export operations using PowerShell

January 14, 2021 by

In Azure, the Import/Export operation of the Azure SQL database is a vital part of the database migration methods. It is important to choose the most viable option as per the database migration strategy and business requirements. In addition, the applications that are configured with Azure SQL PaaS databases, the migration specialist could decide and identify several common scenarios where Azure PaaS database are scripted, copied, migrated, moved or backed up.

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Dinesh Asanka
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 that were not discussed before in this article as well. Previously, we have discussed how to perform clustering in SQL Server during the SQL Server Data Mining series.

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Ahmad Yaseen
Template gallery

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 created a new pipeline from scratch to achieve the required functionality.

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Dinesh Asanka
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 analysis, Classification analysis and comparing models, let us focus now on performing Cross-Validation in Azure Machine Learning in order to evaluate models.

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