Jan 12, 2018
With the advancement in technology, almost every work is easily executed with relative ease and our lives have gotten substantially more convenient. There was a time when the technology wasn’t this ad...
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With the advancement in technology, almost every work is easily executed with relative ease and our lives have gotten substantially more convenient. There was a time when the technology wasn’t this ad...
Azure Stream Analytics is a service on the Azure platform that benefits the developers and data analysts to acquire information or events…
Azure Stream Analytics: Introduction to Azure Stream and Data Analytics
Azure Stream Analytics is a service on the Azure platform that benefits the developers and data analysts to acquire information or events from a stream of incoming events or data.
Azure Data Analytics- Big Data And Azure Data Analytics Solutions
Data is one of the most important things that we use in our daily life. Along with our everyday life, it is also required in businesses too especially when we discuss online segment. Most of the online businesses are based on the data of the customers regarding their interest, geographical location, purchasing power, etc. Many of us are still not able to analyze the data as per the requirement due to which they could not get the information relevant to it. To make this task easier, many companies launched their data analytics tool like Microsoft Google, etc. Here in this article, we are talking about big data that is similar to other data and is large in number. It contains different aspects and data related to it. Many big data analytics tools are available in the market, one such tool is also developed by Microsoft and is known as Microsoft Azure Analytics tool. Below you can read about benefits of using big data analytics tools-
For the forecasting of demand: To take your business into profits, you need to make sure that you can match the balance between demand and supply of your market. If the demand and supply for your products and services are not balanced, then it would not be an easy task to make profits out of it. One can use Big data analytics tool to check the customer behaviour related to a particular product or service and can use them to forecast the future demand for it.
Customer Behaviour analysis: The behaviour of your customer online and offline is also a significant factor that decides the direction of your business. Those big data analysis tools also provide machine learning analytics, that helps companies in analyzing the customer behaviour online as well as offline. It helps companies in identifying the need of customers and making products related to it.
Improvement of efficiency: Big data analytics also help in identifying the area of least profits and the factors responsible for your least productivity. With the help of data analytics tool, you can identify them and can work upon it. Once you work upon it you would be able to improve your overall efficiency.
Reduction in costs: Cost reduction is one of the most important factors required to run any business. Using Azure data analytics tool one can identify the highest cost centres and can work upon it to reduce the costs. Once the cost gets reduced, the business can quickly come into the profits.
Apache REEF – backbone of Azure Stream Analytics and more – achieves major milestone
Apache REEF – backbone of Azure Stream Analytics and more – achieves major milestone
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You can now apply Azure Machine Learning as a function in Azure Stream Analytics
You can now apply Azure Machine Learning as a function in Azure Stream Analytics
Customers can now apply Azure Machine Learning models as a function on top of streaming data to get real time insights
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Near Real-time Power BI Dashboard using SQL Server Change Data Capture
Near Real-time Power BI Dashboard using SQL Server Change Data Capture
As I wanted to have a near real-time dashboard of some of our core databases, I started to look at various solutions to achieve this. It also didn’t hurt that I worked with another proof of concept using CDC in C# and Stream Insight in the past. It gave me some inspiration on that new process and I also took the opportunity to rewrite/improve some of the parts when writing the new PowerShell code.
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Streaming Windows Performance Counters to Azure EventHub and Stream Analytics
I’ve had an interesting problem at work where I needed to capture high-resolution perfmon counters samples in order to highlight better an IO consumption issue. Sampling in something like Operations Manager or resource metering just didn’t cut is as the data was too averaged out. This meant we were losing significant IO spikes. At first, to get a better feeling of the data, I used my friend…
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Free webinar July 21 covers energy forecasting in smart grids
Free webinar July 21 covers energy forecasting in smart grids
The recently announced Cortana Analytics Suite from Microsoft provides multiple services that help energy industry customers and partners address the challenge of building a reliable forecasting mechanism for demand. A free webinar July 21 goes over the process of creating an end-to-end solution. The suite includes Azure Stream Analytics, Azure Machine Learning and Power BI, tools that can save…
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