Azure

Aveek Das
IoT Data Flow

Introduction to Azure Time Series Insights

October 7, 2021 by

In this article, we are going to learn in detail about Azure Time Series Insights. Microsoft Azure is one of the leading cloud providers these days. With a lot of companies adopting or migrating to the cloud these days, it has become a usual trend to convert existing technologies into cloud-based services and consume them. This not only helps the companies to reduce their cost but also in turn allows them to focus on more business-related problems rather than concentrating on infrastructure costs.

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Dinesh Asanka
Distribution of documents for positive and negative labels.

Text Classification in Azure Machine Learning using Word Vectors

October 1, 2021 by

This article discusses how to perform Text classification in Azure Machine using a popular word vector technique in Text Mining. This article is part of the Azure Machine learning series during which we have discussed many aspects such as data cleaning and feature selection techniques of Machine Learning. We further discussed how to perform classification in Azure Machine Learning and we will be utilizing some of those experiences here. Further, we have discussed several machine learning tasks in Azure Machine Learning such as Clustering, Regression, Recommender System and Time Series Anomaly Detection. With respect to text mining, we have discussed techniques such as Language Detection, Named Entity Recognition, LDA, Text Recommendations, etc.

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Aveek Das
Queue Function triggered - Queue Storage in Azure

Triggering Function Apps from Azure Queue Storage

September 23, 2021 by

In this article, we are going to learn how to trigger Function Apps from Queue Storage in Azure. Function Apps has been one of the most popular cloud services of Microsoft Azure. Function Apps allow users to write code in any language and then execute the code in the cloud. There is no infrastructure to be managed and hence is very flexible for writing and building applications on the go. Every Function App can be triggered in multiple ways, for example, by calling the function URL using an HTTP endpoint or from some other functions in Azure. In this article, we are going to trigger the Function App from Queue Storage in Azure and see how to pass a message from the queue to the Function App.

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Dinesh Asanka

Building Ensemble Classifiers in Azure Machine Learning

September 21, 2021 by

Introduction

This article is the newest addition to the article series of Azure Machine Learning which is Ensemble classifiers in Azure Machine Learning. During this article discussion, we have focused on data cleaning and feature selection techniques of Machine Learning. Further, we have discussed several machine learning tasks in Azure Machine Learning such as Classification, Clustering, Regression, Recommender System and Time Series Anomaly Detection. Further, we discussed AutoML features that are available with Azure Machine Learning Services. In the AutoML techniques, we have identified how to utilize Classification in AutoML. This article is an extension of the classification techniques that we discussed before.

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Aveek Das

Getting started with the Azure Queue Storage using Python

September 14, 2021 by

In this article, we are going to talk about the Azure Queue Storage service using python as a programming language. As it goes by the name, Azure Queue Storage is a simple queue and messaging service in Azure that can be used to build queues and process messages in an asynchronous fashion. Queues help to decouple multiple systems and provide the middle layer in a distributed architecture. The Queue Storage service in Azure allows users to connect to and store messages up to 64 KB in size from anywhere in the world. It is exposed by using HTTP or HTTPS endpoints and can contain millions of messages that need to be processed.

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