Real-Time Operational Analytics and Non-Clustered Column Store Index

Real-Time Operational Analytics and Non-Clustered Column Store Index
3.5 (70%) 2 votes

In this article, we will focus on real time operational analytics and how to apply this approach to an OLTP database. When we look at the traditional analytical model, we can see OLTP and analytic environments are separate structures. First of all, the traditional analytic model environments need to create ETL (Extract, Transform and Load) tasks. Because we need to transfer transactional data to the data warehouse. These types of architecture have some disadvantages. They are cost, complexity and data latency. In order to eliminate these disadvantages, we need a different approach.  Read More

Creating Simple Linear Regression in Azure Machine Learning

Creating Simple Linear Regression in Azure Machine Learning
4 (80%) 3 votes

In today’s world, it is not enough to simply analyze data, create reports or develop business intelligence projects. To discover the power of data, we have to modify data on machine learning models and to predict future.

In this article, we will discuss one of the simplest methods, a linear regression, that we are going to modify statically in Azure Machine Learning.

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