Dhruvin Shah

AI in Power Apps - Perform Category Classification and Entity Extraction from your Business Data

During this session, I'm going to cover two important components of Power Apps AI Builder - Entity Extraction and Category Classification.

A. Entity Extraction Using AI Builder

Entity Extraction AI model available in two forms – OOTB Entity Extraction AI Model and Custom Entity Extraction AI Model.

During this session we will be discussing the Custom Entity Extraction AI Model.

We will cover following points:
1. Get Started with Custom Entity Extraction AI Model using AI Builder

2. Build, Train and Publish Entity Extraction AI Model with Custom Entities

3. Consume Entity Extraction AI Model to Power Apps using Power Automate

B. Category Classification Using AI Builder

Power Platform AI builder provides a facility to perform Category Classification and allows us to define the Tags. Based on the Tags, this will detect the appropriate classified tag from our model.

We can Perform different things with the Category Classification.
1. Sentiment Analysis
2. Spam Detection
3. Customer request routing

I have divided this entire session into the following parts.
1. Introduction to Text Classification AI Model and Prerequisites to Build a Model
2. Import Raw Data to Common Data Service
3. Get Started to Build Text Classification AI Model
4. Train and Publish your Text Classification Model and Perform Testing
5. Consume Text Classification AI Model to Power Apps
6. Perform Sentiment Analysis using Text Classification AI Model

Dhruvin Shah

Microsoft MVP |Power Platform Specialist | Power BI | Power Automate | Power Apps | Power Virtual Agents | SharePoint

I have hands on experience on different Microsoft Technologies – Power Platforms (Power BI, Microsoft Flow and PowerApps). Apart from Power Platforms, I worked on SharePoint Online and different Office 365 components like MS Teams. I also worked on MS BI (SSAS, SSRS and SSIS). Currently, my main focus is only in Power Platform, where I’m focusing more on Power BI, PowerApps and MS Flow. I always keep eye on new features launched in the Power Platform to serve my client better.

Power BI – Specifically within the Power BI, I have hands on experience to handle 15+ Power BI initiative for different clients. I have explored almost every element of Power BI like – Report Development, Visualization, Custom Visual Development, ETL Tool Development, Power BI Embedded, Power BI Report Server, PBIRS Migration and DAX Preparation.

PowerApps – I worked with Canvas App development in PowerApps, where we have consumed data from SQL and SharePoint. The App has Form development, Custom Grid development and Automation functionality by triggering Actions from the MS Flow.

MS Flow – Based on client’s requirement, I have developed the MS Flow as a part of Automation from PowerApps and SharePoint Online

MS BI – For So many initiatives, I build SSIS packages to migrate the data. I also have hands on experience to build SSAS cube from the data warehouse.

I am constantly three times C# Corner MVP. I have written around 100+ Articles and 15+ Blogs on Power BI, PowerApps, MS Flow and SharePoint. Visit my C# Corner Profile -

I am Active and Passionate YouTuber having 225 videos covering different Office 365 content, Power BI Tips and Tricks, SharePoint informative videos and much more. I always believe in “Sharing is Caring” and whatever I learn during my professional career, I love to share with the audience, so that they can learn the same thing easily. Visit my YouTube Profile - https://www.youtube.com/user/dhruvin953798

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