Description
Building Smart Applications Using AI Builder
Link to the agenda and sample videos from the course
Length: 3 Hours and 4 Minutes
Introduction to AI Builder
In this module, you will learn what is AI Builder and what option you have in AI builder and how you can use it in different scenarios. Lesson 1: Introduction to AI Builder, Power Apps, and Power Automate In this lesson you will see what AI Builder is and what possibility exist to use it in the different projects, and how to use it in Microsoft Power Apps and Microsoft Power Automate Lesson 2: setup AI Builder environment In this lesson you will learn how to set up and prepare the environment for the aim of the using AI builder and what you need to know before using it
Lessons
- Lesson 1 Part 1: Introduction to AI Builder and Power Apps
- Lesson 1 Part 2: Introduction to Power Apps and Flow with AI Builder
- Lesson 2: Set up the AI Builder environment
AI Builder Solution
In this part, you will learn how to set up, Object detection, form processing, and Text classification and sentiment analytics, Binary prediction. Lesson 3: AI Builder for Object detection In this lesson, you will see what object detection is and how to set it up in the Power Apps. Then how to use it to create an application in Power Apps. Also, you can learn how object detection works. Lesson 4: AI Builder for Form Processing In this lesson, audience will learn what is Form processing and how it works, also will learn how to create a form processing model in Power apps and how to use it in Microsoft Flow and then analyze it with Power BI Lesson 5: AI Builder for text classification. Text classification helps us to group text based on some predefined labels. this lesson audience will lean what is text classification and how to use it Lesson 6: AI builder for Text Analytics In this lesson you will learn what is Text analytics, how to set it up in Power Automate. Sentiment Analysis, Keyword extraction, and Language detection will be explained in this lesson. Lesson 7: Business Card Reader Business card reader is another AI Builder feature that can be used to extract the information in a business card. You will learn how to set it up and how to use it to create an application that scans a business card and store back the data in outlook contacts. Lesson 8: AI Builder for Binary Prediction In this lesson first some introduction to the predictive analytics and what is binary classification, also how to set up and use it in AI builder and how to use it in other applications will be presented
Lessons
- Lesson 3 Part 1: AI Builder for Object Detection
- Lesson 3 Part 2: AI Builder for Object Detection
- Lesson 3 Part 3: AI Builder for Object Detection
- Lesson 4 Part 1: AI Builder for Form Processing
- Lesson 4 Part 2: AI Builder for Form Processing
- Lesson 5 Part 1: AI Builder -Set up text classification
- Lesson 5 Part 2: AI Builder for text classification in Power Automate
- Lesson 6 Part 1: AI Builder for Text Analysis – Sentiment Analysis
- Lesson 6 Part 2: AI builder for Text Analytics – Keyword extraction
- Lesson 6 Part 3: AI Builder for Text Analytics – Language Detection
- Lesson 7: AI Builder for Business Card Reader
Instructor
Dr. Leila Etaati
Our trainer is the world’s well-known name in the Microsoft Data Science and Power BI fields. Leila Etaati is Microsoft AI, and Data Platform (Most Valuable Professional) focused on AI and BI Microsoft technologies; Microsoft has awarded her MVP because of her dedication and expertise in Microsoft BI technologies from 2016 till now. She is a speaker in the world’s best and biggest Microsoft Data Platform, BI and Power BI, AI conferences such as Microsoft Ignite, Microsoft Business Applications Summit, Microsoft Data Insight Summit, PASS Summits, PASS Rallys, SQLBits, TechEds, and so on. She is the author of some books on this topic, and she has more than 15 years’ experience in Microsoft BI technologies and Data science. Leila is the co-founder of RADACAD and a consultant for more than seven years.
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