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Let’s perform Anomaly Detection using ML.Net on a drone flying data from Azure IoT

15:25 - 16:10 (GMT+02:00)
04 November 2021
Keynote
Add to calendar 11/04/2021 15:25 11/04/2021 16:10 Europe/Bucharest Let’s perform Anomaly Detection using ML.Net on a drone flying data from Azure IoT - DevCon Live 2021

Speakers:
Bruno Capuano, Microsoft AI MVP @Avanade Canada

Click here to view more details about this session.
Online contact@catalyst.ro aKyOfPFEVzRHclXpWmTW75232

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You can control a drone using 20 lines of code. That’s the easy part. Sending the drone telemetry to Azure IoT is a little tricky, however, it requires another 20 lines of code. And when all the information is on Azure IoT, we can perform Anomaly Detection on the drone telemetry using ML.Net on the cloud.

We will use a simple house drone ($100), Python and C#. And, besides the drone telemetry analysis, I’ll share additional enterprise scenarios.

Let’s build this!

1st part of the track is about how to create an SDK to control the drone. 2nd part is how to send the telemetry to Azure IoT. 3rd part is how to analyze this telemetry using ML.Net. 4th part is to share real scenarios on where to apply this. I’m planning to spend +60% of the session on steps 3 and 4.

For each event, I prepare a custom demo for the 2nd part.

Bogdan Raduta
Bogdan Raduta
Chief Innovation Officer
ENSO Artificial Intelligence


Moderator @ Data, AI & Machine Learning



Bogdan Raduta' sessions:

02:00 - 02:00 (GMT1)
Jan 01, 1970
Panel
Add to calendar 01/01/1970 02:00 01/01/1970 02:00 a 1 - DevCon Live 2021 1

Click here to view more details about this session.
Online contact@catalyst.ro aKyOfPFEVzRHclXpWmTW75232

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Bruno Capuano
Bruno Capuano
Microsoft AI MVP
Avanade Canada


Bruno Capuano leads Innovation at Avanade Canada and has been a Microsoft MVP for the past 13 years. He is an active Microsoft Technologies Community participant, a writer, and a frequent speaker at local and international technology conferences.
Bruno also like to hack new technologies, play the guitar and run. 



Bruno Capuano' sessions:

10:40 - 10:50 (GMT)
Nov 04, 2021
Keynote
Add to calendar 11/04/2021 10:40 11/04/2021 10:50 Intro Speech powered by Moderator - DevCon Live 2021

Speakers:
Bogdan Raduta, Chief Innovation Officer @ENSO Artificial Intelligence

Click here to view more details about this session.
Online contact@catalyst.ro aKyOfPFEVzRHclXpWmTW75232


10:40 - 10:50 (GMT+02:00)
04 November 2021
Keynote
10:50 - 11:20 (GMT+02:00)
04 November 2021
Keynote
11:25 - 12:10 (GMT+02:00)
04 November 2021
Keynote
12:15 - 12:45 (GMT+02:00)
04 November 2021
Panel
13:00 - 14:00 (GMT+02:00)
04 November 2021
Break
14:00 - 14:45 (GMT+02:00)
04 November 2021
Keynote
14:50 - 15:20 (GMT+02:00)
04 November 2021
Keynote
Watching
Let’s perform Anomaly Detection using ML.Net on a drone flying data from Azure IoT
15:25 - 16:10 (GMT+02:00)
04 November 2021
Keynote
16:15 - 16:45 (GMT+02:00)
04 November 2021
Keynote
16:50 - 17:20 (GMT+02:00)
04 November 2021
Keynote
17:25 - 18:10 (GMT+02:00)
04 November 2021
Keynote