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Effective URL: https://live360events.com/Events/Orlando-2022/Sessions/Thursday/AITH03-Artificial-Intelligence-and-Common-Sense.aspx?utm_s...
Submission: On October 19 via api from US — Scanned from DE
Effective URL: https://live360events.com/Events/Orlando-2022/Sessions/Thursday/AITH03-Artificial-Intelligence-and-Common-Sense.aspx?utm_s...
Submission: On October 19 via api from US — Scanned from DE
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<h3 id="ph_pcontent3_0_TrackName">Data Science</h3>
<h4 id="ph_pcontent3_0_SessionName">AITH03 Artificial Intelligence and Common Sense</h4>
<p id="ph_pcontent3_0_Date" class="date">11/17/2022</p>
<p id="ph_pcontent3_0_StartTime" class="startTime">1:00pm - 2:15pm</p>
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<p id="ph_pcontent3_0_SessionLevel" class="level">Level: Intermediate to Advanced</p>
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<!-- Speaker start -->
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<a href="https://live360events.com/events/orlando-2022/Speakers/Speaker Window.aspx?SpeakerId={D36414F8-C5ED-4589-B7AF-E75396EE897C}&ID={69892013-E9FE-49CA-B5C8-CD36E7553ED9}"><img src="-/media/ECG/live360/2018/orlando/Speaker-Photos/Ayers_Bill.png"></a>
<p id="ph_pcontent3_0_SpeakerInfo_SpeakerName_0" class="speaker">
<a href="https://live360events.com/events/orlando-2022/Speakers/Speaker Window.aspx?SpeakerId={D36414F8-C5ED-4589-B7AF-E75396EE897C}&ID={69892013-E9FE-49CA-B5C8-CD36E7553ED9}">Bill Ayers</a></p>
<p id="ph_pcontent3_0_SpeakerInfo_Credentials_0" class="speakercredentials"></p>
<p id="ph_pcontent3_0_SpeakerInfo_SpeakerTitle_0" class="speakertitle">Consultant Developer & Solution Architect</p>
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<p>Artificial Intelligence and Machine Learning are popular topics at the moment, but how much of it is hype, and can AI deliver tangible business benefits? We can use the pre-trained models in Azure Cognitive Services to identify
well-known objects and landmarks, but that's a narrow field that's the result of huge research projects and ingesting massive amounts of data. How can we apply that to practical business problems, like visually detecting faults,
spotting our company logo, or our competitor's products on shelves?</p>
<p>To understand the answer to this question you need to understand the principle of Transfer Learning. We'll look at the theory, and then see it working, and see some of the tools in Azure Cognitive Services and other toolkits that
allow us to use this technique without needing to be an expert in AI. In fact you don't even need to be able to code.</p>
<p>When you first see Transfer Learning in action it seems like a miracle - how could it possibly work? I'll try to show how it's really just common sense. It also gives us some insight into how human learning and intelligence
works, and perhaps a glimpse into the future. In this one talk we're going to cover some of the theory behind neural networks, see a practical demonstration of its application to real problems, and in the time remaining, see the
future of humanity!</p>
<p>You will learn:</p>
<li>How to visualize neural networks using libraries like TensorFlow and PyTorch </li>
<li>How pre-trained neural networks can be adapted to new applications using Transfer Learning </li>
<li>How to build custom AI models using Azure Cognitive Services </li>
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* * * * * November 13-18, 2022 Royal Pacific Resort at Universal Orlando * Agenda * Live! 360 Agenda * Agenda at a Glance * Download the eBrochure * Artificial Intelligence Live! * Visual Studio Live! * SQL Server Live! * TechMentor * Cloud & Containers Live! * For Agile * For Data Professionals * For DevOps * For Developers * For IT Leadership * For IT Professionals * For Database Administrators * Speakers * Tracks * Pricing * Registration * Hotel * Discounts * More Info * Travel * Plan * Activities and Events * Theme Parks * Attend * Contact Us * Sell Your Boss * Code of Conduct * Sponsor * Current Sponsors * Why Live! 360 * About Live! 360 * Live! 360 FAQ * Video Testimonials * Spread the Word * Register Now * * * * DATA SCIENCE AITH03 ARTIFICIAL INTELLIGENCE AND COMMON SENSE 11/17/2022 1:00pm - 2:15pm Level: Intermediate to Advanced Bill Ayers Consultant Developer & Solution Architect Artificial Intelligence and Machine Learning are popular topics at the moment, but how much of it is hype, and can AI deliver tangible business benefits? We can use the pre-trained models in Azure Cognitive Services to identify well-known objects and landmarks, but that's a narrow field that's the result of huge research projects and ingesting massive amounts of data. How can we apply that to practical business problems, like visually detecting faults, spotting our company logo, or our competitor's products on shelves? To understand the answer to this question you need to understand the principle of Transfer Learning. We'll look at the theory, and then see it working, and see some of the tools in Azure Cognitive Services and other toolkits that allow us to use this technique without needing to be an expert in AI. In fact you don't even need to be able to code. When you first see Transfer Learning in action it seems like a miracle - how could it possibly work? I'll try to show how it's really just common sense. It also gives us some insight into how human learning and intelligence works, and perhaps a glimpse into the future. In this one talk we're going to cover some of the theory behind neural networks, see a practical demonstration of its application to real problems, and in the time remaining, see the future of humanity! You will learn: How to visualize neural networks using libraries like TensorFlow and PyTorch How pre-trained neural networks can be adapted to new applications using Transfer Learning How to build custom AI models using Azure Cognitive Services © 1105 Media, Inc. Privacy Policy Code of Conduct CA: Do Not Sell My Personal Info Live Chat