Large Scale Lakehouse Implementation Using Structured Streaming
Business leads, executives, analysts, and data scientists rely on up-to-date information to make business decision, adjust to the market, meet needs of their customers or run effective supply chain operations. Come hear how Asurion used Delta, Structured Streaming, AutoLoader and SQL Analytics to improve production data latency from day-minus-one to near real time Asurion’s technical […]
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How to Build a Cloud Data Platform Using Structured Streaming in Databricks
Databricks recently held a webinar on how to use Delta Lake to unify batch and streaming data processing, ensure data is up-to-date with Structured Streaming, and manage data for GDPR compliance
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uStream – Handling big amounts of data on MCUs
Have you ever tried to transfer 1M of data when your IoT device has only 2K of RAM? If so, then this IoT show is for you! (aka.ms/iotshow/ulib) Marcos Perez Mokarzel and Dane Walton, Software Developers on the Azure Device SDK team, appear in this episode to talk about the uStream library, written in the […]
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Anomaly Detection on Streaming Data Using Azure Databricks
In our previous episodes of the AI Show, we’ve learned all about the Azure Anomaly detector, how to bring the service on premises, and some awesome tips and tricks for getting the service to work well for you. In this episode of the AI Show, Qun Ying shows us how to build an end-to-end solution […]
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Anomaly Detection in Azure Stream Analytics
Azure Stream Analytics is a fully managed serverless offering on Azure. With the new Anomaly Detection functions in Stream Analytics, the whole complexity associated with building and training custom machine learning (ML) models is reduced to a simple function call resulting in lower costs, faster time to value, and lower latencies. Related links Anomaly Detection […]
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Create a Power BI Streaming Dataset for Real-Time Dashboards
Patrick LeBlanc looks at how to create a Power BI streaming dataset and use that to create a real-time dashboard. You can easily use something like PowerShell to push data into the Power BI streaming dataset. [Demo files]
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Azure IoT Hub Device Streams
To help securely connect to and manage IoT devices located behind firewalls or inside private networks, Azure IoT Hub team introduces Azure IoT Hub device streams offering secure general-purpose communication tunnels through the Azure cloud to IoT devices. Check out this latest episode of the Internet of Things Show., Reza Sherafat Kazemzadeh, Sr PM for […]
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What is Apache Storm?
Here’s a great ten minute video from Hortonworks explaining the purpose of Apache Storm for Hadoop.
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