The Internet of Things (IoT) Show with Bruce Sinclair (general)

The IoT Business Show is brought to you by: http://www.iot-inc.com


AI today is getting better at learning. In fact, learning is what differentiates what we call AI from advanced analytics. Machine learning algorithms minimize an error function by autonomously and iteratively adjusting their model variables. But what’s next for AI and machine learning? In this episode of the IoT business show I speak with James Canton, who in a meta way makes predictions about this prediction technology.


Read the rest of the show analysis notes including the transcripts at: http://bit.ly/IoTPodcast110notes


Consider taking 60 seconds to leave an honest review and rating for the podcast on iTunes. They are extremely helpful when it comes to ranking the show and you can be sure I read every one.


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Direct download: Making_Predictions_About_the_Predictive_Tech_of_ML_Part_1.mp3
Category:general -- posted at: 5:05am PDT

See the complete show analysis notes at: http://www.iot-inc.com/three-main-classes-internet-of-things-data-analytics-podcast

In the Internet of Things there are generally three classes of analytics performed: real-time analytics done of the fly alerting you to anomalies; predictive analytics performed as a post process yielding a prediction and confidence level and descriptive analytics that reports on past, present or future data with visualizations that often result in the biggest insights. In this episode of the IoT Business Show I discuss the differences in these types of analyses with Shepherd Shi, as well as the steps that are taken before and after. 

 

Read the rest of the show analysis notes at: http://www.iot-inc.com/three-main-classes-internet-of-things-data-analytics-podcast

 

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If you have been enjoying this podcast for a while, please give it a review.  Click here to open iTunes where you can leave a one-click 5-star review or add your thoughts if you have more to say. If you use Stitcher Radio, you can do the same, here.  Thanks, iTunes reviews really help podcasts get noticed.

 

Ways to Subscribe to the IoT Business Show

Like what you hear?  Subscribe to get each episode delivered to your device via iTunes, Google PlayStitcher Radio or RSS (non-iTunes feed).

 

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Did we miss anything important when describing the 3 main classes of IoT analytics?

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Direct download: Makin_Bacon_and_the_Three_Main_Classes_of_IoT_Analytics.mp3
Category:general -- posted at: 9:39pm PDT

The IoT Business Show is brought to you by: http://www.iot-inc.com


Convoluted Neural Networks or CNNs are a type of AI typically used in computer vision to process images, but they are also applicable to process the time series data we typically get from sensors in IoT. In this episode of the IoT show I speak with Simon Crosby about how these CNNs can be used to make predictions about the future and reduce the massive amounts of data we collect to just the important stuff.


Read the rest of the show analysis notes including the transcripts at: http://bit.ly/IoTPodcast109notes


Consider taking 60 seconds to leave an honest review and rating for the podcast on iTunes. They are extremely helpful when it comes to ranking the show and you can be sure I read every one.


And lastly, don't forget to subscribe to the podcast to get automatic updates every time a new episode goes live.

 

Direct download: internet_of_things_business_podcast_109.mp3
Category:general -- posted at: 9:25pm PDT

See the complete show analysis notes at: http://www.iot-inc.com/internet-of-things-podcast-22

How much of the data we collect, either through our internal sensors or external systems, should be transited and stored in the cloud? Let’s find out by listening to this rerun, episode 22: To be or not to be a data hoarder, with Steve Stover of Predix-ion Software. This fits nicely within our current series on AI in IoT because as with analytics, AI thrives with data. Generally, the more the better – but there’s a cost to that – different than you think. 

 

Read the rest of the show analysis notes at: http://www.iot-inc.com/internet-of-things-podcast-22

 

Help Spread the Word

If you have been enjoying this podcast for a while, please give it a review.  Click here to open iTunes where you can leave a one-click 5-star review or add your thoughts if you have more to say. If you use Stitcher Radio, you can do the same, here.  Thanks, iTunes reviews really help podcasts get noticed.

 

Ways to Subscribe to the IoT Business Show

Like what you hear?  Subscribe to get each episode delivered to your device via iTunes, Google PlayStitcher Radio or RSS (non-iTunes feed).

 

Of value? Help by sharing on:

 

Have an opinion? Join the discussion in our LinkedIn group

When, if ever, do you see edge-based analytics making most sense?

Click here if you have an opinion on this podcast or want to see the opinion of others

 

Direct download: To_be_or_not_to_be_a_Data_Hoarder.mp3
Category:general -- posted at: 7:15am PDT

The IoT Business Show is brought to you by: http://www.iot-inc.com


AI and in particular, deep learning, is a powerful tool for uncovering useful relationships within data; but once found, can’t explain what they mean. Contrast this with humans, armed with tribal knowledge and more traditional analytics, who understand the data relationships but just can’t find as many of them. In this episode of the IoT show I speak with Drew Conway about how to find the balance between man and machine when looking for data value.


Read the rest of the show analysis notes including the transcripts at: http://bit.ly/IoTPodcast108notes


Consider taking 60 seconds to leave an honest review and rating for the podcast on iTunes. They are extremely helpful when it comes to ranking the show and you can be sure I read every one.


And lastly, don't forget to subscribe to the podcast to get automatic updates every time a new episode goes live.

 

Direct download: internet_of_things_business_podcast_108.mp3
Category:general -- posted at: 2:14am PDT

The IoT Business Show is brought to you by: http://www.iot-inc.com


If you’re like me, before I started digging into AI, it all seemed so mysterious. Not only how it worked but also how it was put to work. But when thought of as a subset of analytics things come into focus - fast. In this episode of the IoT show I speak with Curtis Seare about the tools and frameworks used to incorporate AI into IoT projects.


Read the rest of the show analysis notes including the transcripts at: http://bit.ly/IoTPodcast107notes


Consider taking 60 seconds to leave an honest review and rating for the podcast on iTunes. They are extremely helpful when it comes to ranking the show and you can be sure I read every one.


And lastly, don't forget to subscribe to the podcast to get automatic updates every time a new episode goes live.

 

Direct download: internet_of_things_business_podcast_107.mp3
Category:general -- posted at: 9:05pm PDT

The IoT Business Show is brought to you by: http://www.iot-inc.com


Through its different techniques, machine learning allows us to look deep into our IoT data, giving us the hindsight, insight and foresight we need to transform that data into useful information, and ultimately value. But what’s the mechanism to do that? In this episode of the IoT business show I speak with Vish Pai about the relationship between ML and the IoT platform.


Read the rest of the show analysis notes including the transcripts at: http://bit.ly/IoTPodcast106notes


Consider taking 60 seconds to leave an honest review and rating for the podcast on iTunes. They are extremely helpful when it comes to ranking the show and you can be sure I read every one.


And lastly, don't forget to subscribe to the podcast to get automatic updates every time a new episode goes live.

 

Direct download: internet_of_things_business_podcast_106.mp3
Category:general -- posted at: 11:59pm PDT

The IoT Business Show is brought to you by: http://www.iot-inc.com


When talking AI in IoT what we’re really talking about is machine learning in IoT, and the one thing machine learning needs above all else, is data. Lot’s and lots of data. Structured IoT data, when piped in properly can be transformed and loaded efficiently for machine learning to create beautiful, and more important, accurate models. In this episode of the IoT show I speak with Anand Rao about the symbiotic relationship between AI and IoT.


Read the rest of the show analysis notes including the transcripts at: http://bit.ly/IoTPodcast105notes


Consider taking 60 seconds to leave an honest review and rating for the podcast on iTunes. They are extremely helpful when it comes to ranking the show and you can be sure I read every one.


And lastly, don't forget to subscribe to the podcast to get automatic updates every time a new episode goes live.

 

Direct download: internet_of_things_business_podcast_105.mp3
Category:general -- posted at: 9:04am PDT

The IoT Business Show is brought to you by: http://www.iot-inc.com


Although AI has been around for over 60 years, it’s only been relatively recently that it’s been practical to apply it to real world problems such as those found in IoT. One, because the computational power is now available and two, because vast amounts of data are now available to train it. In this episode of the IoT show I speak with Richard Boire about the differences between artificial intelligence and analytics in the context of IoT.


Read the rest of the show analysis notes including the transcripts at: http://bit.ly/IoTPodcast104notes


Consider taking 60 seconds to leave an honest review and rating for the podcast on iTunes. They are extremely helpful when it comes to ranking the show and you can be sure I read every one.


And lastly, don't forget to subscribe to the podcast to get automatic updates every time a new episode goes live.

 

Direct download: internet_of_things_business_podcast_104.mp3
Category:general -- posted at: 3:51pm PDT

The IoT Business Show is brought to you by: http://www.iot-inc.com


Is it just semantics or is there a real difference between artificial intelligence (AI) and analytics; between machine learning (ML) and AI; between deep learning (DL) and ML, and between analytics and DL? Well, it depends on how detailed you want to go. In this episode of the IoT business show I speak with Bret Greenstein about using AI in IoT and how it’s different from using analytics.


Read the rest of the show analysis notes including the transcripts at: http://bit.ly/IoTPodcast103notes


Consider taking 60 seconds to leave an honest review and rating for the podcast on iTunes. They are extremely helpful when it comes to ranking the show and you can be sure I read every one.


And lastly, don't forget to subscribe to the podcast to get automatic updates every time a new episode goes live.

 

Direct download: internet_of_things_business_podcast_103.mp3
Category:general -- posted at: 11:35pm PDT