PLU | Designing An Intelligent Edge In Microsoft Azure (2019 EN)

Company: Pluralsight
Author: Jared Rhodes
Full Title: Designing An Intelligent Edge In Microsoft Azure
Year: 2019
Language: English
Genre: Educational: Cloud Computing
Skill Level: Beginner
Price: -
-
Files: MP4 (+ Slides .PDF, Subtitles .SRT)
Time: 02:29:48
Video: AVC, 1280 x 720 (1.778) at 30.000 fps, 150 kbps
Audio: AAC at 96 Kbps, 2 channels, 48.0 KHz



This course targets software developers that are looking to integrate AI solutions in edge scenarios ranging from an edge data center down to secure microcontrollers. This course will showcase how to design solutions using Microsoft Azure.

Cloud computing has moved more and more out of the cloud and onto the edge. In this course,
Designing an Intelligent Edge in Microsoft Azure, you will learn foundational knowledge of edge computing, its intersection with AI, and how to utilize both with Microsoft Azure. First, you will learn the concepts of edge computing. Next, you will discover how to create an edge solution utilizing Azure Stack, Azure Data Box Edge, and Azure IoT Edge. Finally, you will explore how to utilize off the shelf AI and build your own for Azure IoT Edge. When you are finished with this course, you will have the skills and knowledge of AI on the edge needed to architect your next edge solution. Software required: Microsoft Azure, .NET


Lessons:
1. Course Overview
01. Course Overview
2. Designing Solutions That Incorporate AI Pipeline Components on Edge Devices
02. Overview
03. Edge Computing Scenarios
04. Edge Computing Concerns
05. Edge Architectures
06. AI Pipelines Intro
07. AI Pipeline Deployment
3. Identify Appropriate Tools for the Solution
08. Overview
09. Azure Stack Overview
10. Azure Stack AI Pipeline
11. Azure Data Box Edge
12. AI Silicon Alternatives
13. Azure IoT Edge Overview
14. Provisioning Azure IoT Edge
15. Azure IoT Edge Management
16. Add and Remove Edge Modules
17. Azure IoT Edge Custom Modules
18. Creating an Azure IoT Edge Module
19. Creating an Azure IoT Edge Function
20. Azure IoT Edge Microsoft Azure Services
21. Using Azure Blob Storage Edge Module
22. Using SAS on Azure IoT Edge
23. Edge Solutions Review
4. Determine When to Use Built-in Components
24. Overview
25. Cognitive Services Overview
26. Cognitive Services Vision
27. Custom Vision Service Edge Demo
28. Cognitive Services Speech
29. Cognitive Services Language
30. Cognitive Services Decision
31. Cognitive Services Search
32. Cognitive Services Edge
5. Determine When to Build Custom Components
33. Overview
34. Azure Databricks
35. Azure Data Lake Analytics
36. Azure Virtual Machines for Machine Learning
37. Course Review

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