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William Vorhies's Blog Posts Tagged 'streaming' (4)

Off the Beaten Path - HTM-based Strong AI Beats RNNs and CNNs at Prediction and Anomaly Detection

Summary: This is the second in our “Off the Beaten Path” series looking at innovators in machine learning who have elected strategies and methods outside of the mainstream.  In this article we look at Numenta’s unique approach to scalar prediction and anomaly detection based on their own brain research.

 

Numenta, the…

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Added by William Vorhies on February 20, 2018 at 8:30am — No Comments

IoT 101 – Lesson 3: Everything You Need to Know to Start Your IoT Project

Summary:  In this Lesson 3 we continue to provide a complete foundation and broad understanding of the technical issues surrounding an IoT or streaming system so that the reader can make intelligent decisions and ask informed questions when planning their IoT system. 

In Lesson 1

In Lesson 2…

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Added by William Vorhies on July 5, 2016 at 7:33am — 1 Comment

IoT 101 – Lesson 2: Everything You Need to Know to Start Your IoT Project

Summary:  In this Lesson 2 we continue to provide a complete foundation and broad understanding of the technical issues surrounding an IoT or streaming system so that the reader can make intelligent decisions and ask informed questions when planning their IoT system. 

In Lesson 1

In This Article…

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Added by William Vorhies on June 27, 2016 at 8:10am — No Comments

Real Time Predictive Models – Are They Possible?

Summary:  At least one instance of Real Time Predictive Model development in a streaming data problem has been shown to be more accurate than its batch counterpart.  Whether this can be generalized is still an open question.  It does challenge the assumption that Time-to-Insight can never be real time.

 

A few months back I was making my way through the latest literature on “real time analytics” and “in stream analytics” and my blood pressure was rising. …

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Added by William Vorhies on January 20, 2016 at 9:58am — 5 Comments

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