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All Blog Posts Tagged 'sensor' (4)

5 major sensor data analytics challenges: deadly or curable?

A smoothly running sensor data analytics tool may be just as difficult to manage as a symphony orchestra. Because every musician in an orchestra – and every part of an IoT system – needs to work properly and ‘harmonize’ with the others. But how do conductors make their orchestras work so nicely and sound so heavenly instead of creating a mismanaged cacophony? Obviously, there’s a lot of practice involved. But besides that, they definitely know what pitfalls they need to avoid. Which is why,…

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Added by imranali on July 7, 2018 at 4:30am — No Comments

Reinforcement Learning Part 3 – Challenges & Considerations

Summary:  In the first part of this series we described the basics of Reinforcement Learning (RL).  In this article we describe how deep learning is augmenting RL and a variety of challenges and considerations that need to be addressed in each implementation.

 

In the first part of this series,…

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Added by William Vorhies on August 29, 2017 at 9:03am — No Comments

Under the Hood with Reinforcement Learning – Understanding Basic RL Models

Summary:  Reinforcement Learning (RL) is likely to be the next big push in artificial intelligence.  It’s the core technique for robotics, smart IoT, game play, and many other emerging areas.  But the concept of modeling in RL is very different from our statistical techniques and deep learning.  In this two part series we’ll take a look at the basics of RL models, how they’re built and used.  In the next part, we’ll address some of the complexities that make development a…

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Added by William Vorhies on August 22, 2017 at 9:00am — No Comments

Semantics Approach to Big Data and Event Processing - full content from 3 day in-depth tutorial

Variety, Velocity, Volume and Veracity are the four Vs for Big Data. Most of the technologies available have shown how to treat the Volume. However, due to the increasing number of streaming data sources, the Velocity problem is as relevant as never before. Moreover, Veracity and especially Variety problems have increased the difficulty of the challenge.…

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Added by Amit Sheth on November 5, 2015 at 8:30am — No Comments

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