In this session, we will talk about two different features of Power Apps AI Builder.
1. Text Classification
Power Platform AI builder provides a facility to perform Text 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 Text Classification.
1. Sentiment Analysis
2. Spam Detection
3. Customer request routing
During session, we will take an example of One of the Hospital's feedback data and perform Text Classification using AI Builder.
After that, whenever the new feedback received to our model, we can predict its sentiment based on on the classified data.
With Power Apps AI Builder, we can predict the data based on the historical data. Let's say for an example,let's consider the example for Cinema database, wherein we have the historical data by day to day if a person is going to watch a movie or not.
Based on that we can predict the possibility of watching the movie for the upcoming future dates.
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