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Introduction to AI Builder and Robotic Process Automation using Power Automate

Microsoft Reactor
114K subscribers
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412 views 2 years ago
Learn how to easily build, train and publish AI/ML models using low-code/no-code AI Builder platform and use them in creative ways to automate business processes using Microsoft Flows that helps in integrating legacy apps in just a fraction of the time. This session will focus on - Understanding how to make automation smarter with AI Builder, discover industry leading applications, best practices and capabilities of AI Builder's custom models What will you learn from the session - The attendees will learn how to create custom models using AI Builder and explore the robotic process automation capabilities that the Power Automate platform offers. Content Level for the attendees - All Skill Level's Speaker Bio: Soniya Mehta Soniya is an AI/ML professional working at EXL Healthcare, Chennai with an academic background in Statistics. Apart from ML development, her diverse work experience includes designing and building ML systems and platforms, model deployments and task automation. She's passionate about making AI accessible to all. [eventID:16949] ...more
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Agenda

2:14

Overview of Ai Builder

2:33

Power Platform

3:32

Power Bi

4:14

Power Automate

4:53

Virtual Agents

5:29

Power Pages

5:45

Data Connectors

6:13

Ai Builder

7:23

Capabilities of Ai Builders

10:18

Structured Data

14:08

Traditional Ocr

16:08

Identify Key Information

16:39

Invoice Processing Model

19:16

Train a Custom Model

20:41

Standard Models

21:53

Document Processing Model

22:24

Document Automation Starter Kit

27:22

Validation Station

28:18

Can I Be Using Power Bi in Power Automate

31:38

How Can We Trigger some Logic in Your Dashboard Using Power Automate

32:20

Ai Builder Entry Point

33:22

Test the Model

34:36

Custom Models

35:44

Manual Trigger

39:59

Dynamic Content

43:58

Does Power Automate Support Exporting Unstructured Data Unstructured Data like Images and Videos

48:26

Classify Images

49:35

Train Image Classification Models

50:10

Extract Custom Information from Documents

52:14

Collection

55:28

Tagging

58:29

Continue Tagging

59:10

Train Test Model Accuracy

1:03:59

What Are the Requirements and Limitations for Document Processing

1:15:39

Where Do We See the Error Logs

1:17:04
Introduction to AI Builder and Robotic Process Automation using Power Automate
12Likes
412Views
2022Sep 30
Learn how to easily build, train and publish AI/ML models using low-code/no-code AI Builder platform and use them in creative ways to automate business processes using Microsoft Flows that helps in integrating legacy apps in just a fraction of the time. This session will focus on - Understanding how to make automation smarter with AI Builder, discover industry leading applications, best practices and capabilities of AI Builder's custom models What will you learn from the session - The attendees will learn how to create custom models using AI Builder and explore the robotic process automation capabilities that the Power Automate platform offers. Content Level for the attendees - All Skill Level's Speaker Bio: Soniya Mehta Soniya is an AI/ML professional working at EXL Healthcare, Chennai with an academic background in Statistics. Apart from ML development, her diverse work experience includes designing and building ML systems and platforms, model deployments and task automation. She's passionate about making AI accessible to all. [eventID:16949]

Follow along using the transcript.

Microsoft Reactor

114K subscribers