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Machine learning Tag

18 Jun

Posted at 05:46h in 1. IOT COMPONENTS, 2. SERVICE PROVIDERS, 4. MARKET, Analytics & AI, COMMERCIAL IOT, Consultant, CONSUMER IOT, INDUSTRIAL IOT, INFRASTRUCTURE IOT, MEDIA, Season 1 Podcasts
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Episode 110

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?
Listen to this podcast (or read the transcript), where I speak with James Canton to hear predictions on where the predictive technology of machine learning will go in the Internet of Things....

19 May

Posted at 00:30h in 1. IOT COMPONENTS, 2. SERVICE PROVIDERS, 4. MARKET, Analytics & AI, Analytics & AI, COMMERCIAL IOT, CONSUMER IOT, INDUSTRIAL IOT, INFRASTRUCTURE IOT, MEDIA, Season 1 Podcasts
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Episode 108

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.
Listen to this podcast (or read the transcript), where I speak with Drew Conway about how to find the balance between man and machine when looking for data value....

02 May

Posted at 01:12h in 1. IOT COMPONENTS, 4. MARKET, Analytics & AI, COMMERCIAL IOT, CONSUMER IOT, INDUSTRIAL IOT, INFRASTRUCTURE IOT, MEDIA, Season 1 Podcasts
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Episode 107

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.
Listen to this podcast (or read the transcript), where I speak with Curtis Seare about the tools and frameworks used to incorporate AI into IoT projects....

27 Apr

Posted at 22:56h in 1. IOT COMPONENTS, 4. MARKET, Analytics & AI, COMMERCIAL IOT, CONSUMER IOT, IoT Platform, MEDIA, Season 1 Podcasts
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Episode 106

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?
Listen to this podcast (or read the transcript), where I speak with Vish Pai about the relationship between ML and the IoT platform....

19 Apr

Posted at 23:05h in 1. IOT COMPONENTS, 4. MARKET, Analytics & AI, COMMERCIAL IOT, CONSUMER IOT, MEDIA, Season 1 Podcasts
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Episode 105

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.
Listen to this podcast (or read the transcript), where I speak with Anand Rao about the symbiotic relationship between AI and IoT...

13 Apr

Posted at 14:49h in 1. IOT COMPONENTS, 2. SERVICE PROVIDERS, 4. MARKET, Analytics & AI, Analytics & AI, COMMERCIAL IOT, CONSUMER IOT, INDUSTRIAL IOT, INFRASTRUCTURE IOT, MEDIA, Season 1 Podcasts
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Episode 104

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.
Listen to this podcast (or read the transcript), where I speak with Richard Boire about the differences between artificial intelligence and analytics in the context of IoT ...

05 Apr

Posted at 23:13h in 1. IOT COMPONENTS, 2. SERVICE PROVIDERS, 4. MARKET, Analytics & AI, Analytics & AI, COMMERCIAL IOT, CONSUMER IOT, INDUSTRIAL IOT, INFRASTRUCTURE IOT, MEDIA, Season 1 Podcasts
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Episode 103

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.
Listen to this podcast (or read the transcript), where I speak with Bret Greenstein about using AI in IoT and how it’s different from using analytics ...

20 May

Posted at 02:00h in 1. IOT COMPONENTS, Analytics & AI, COMMERCIAL IOT, INDUSTRIAL IOT, INFRASTRUCTURE IOT, Vendor, Videos
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The key to value creation in the Internet of Things is the model. The model is used by both the app and analytics. It quantifies the value proposition, so the better the model, the higher the value. Developing these models in traditional markets is time consuming enough but given the volume, velocity and variety of IoT data, the load on the IoT data scientist can be overwhelming. Enter machine learning or ML for short. Machine learning can augment the skills of the data scientist by helping to select the algorithms or weighted ensemble of algorithms that provide the underlying structure for the model.
Watch this video (or read the transcript) video to see Rob Patterson discuss how machine learning is being used to help create and maintain Internet of Things models ...

22 Jul

Posted at 03:35h in 1. IOT COMPONENTS, Analytics & AI, COMMERCIAL IOT, CONSUMER IOT, INDUSTRIAL IOT, INFRASTRUCTURE IOT, Season 1 Podcasts, Vendor
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Episode 26

OK, get ready for it, we’re going to get down and dirty with predictive analytics and when I say dirty, I mean the mathematics of the different forms of predictive models dirty. Geek fest? Yes, but close your eyes and extrapolate how predictive analytics can be applied to your situation. By understanding how it works you will also understand the limits of what it can and cannot do.
Listen to this podcast (or read the transcript) with Anil Gandhi and emerge with a better understanding of predictive analytics and how it really relates to real-time and descriptive analytics ...

15 Jul

Posted at 03:00h in 2. SERVICE PROVIDERS, 4. MARKET, Analytics & AI, COMMERCIAL IOT, CONSUMER IOT, INDUSTRIAL IOT, INFRASTRUCTURE IOT, MEDIA, Season 1 Podcasts
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Episode 25

First it was Big Data and now it’s the Internet of Things; the science of data is becoming increasingly sexy, maybe not Victoria’s Secret sexy but it certainly get the juices flowing for business leaders in the know. Hot or not? Definitely hot.
Listen to this podcast (or read the transcript) with Ajit Jaokar about his passion, data science, and the application of machine learning, deep learning and predictive analytics in IoT ...

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