AI Builder Level 1: Introduction

Description

Duration: 2 days

This two-day boot camp introduces student to Microsoft AI Builder. Microsoft AI Builder provides business users with point-and-click access to Artificial Intelligence and Machine Learning. Power Platform, IA Builder integrates with Power Apps, Power Automate, Power BI and other applications to simplify the use of cutting-edge AI Techniques with new and existing business applications.

This boot camp is intended for business users that are interested in incorporating AI and Machine Learning Techniques into their current systems.

It is recommended that student have a complete understanding their data and business processes. Also comfortable with navigating PCs using the Windows operating system and should be familiar with standard data management tools such as Microsoft Excel.

Module 1: Introduction to AI Builder

  • Definitions and Terminology
  • Choosing a model type
  • Connecting to data
  • Training your model
  • Using insights

Module 2: Binary Classification

  • Using historical data to classify new data
  • Building and training a binary classification model
  • Building a model-driven application

Module 3: Object Detection

  • Counting, locating, and identifying objects in an Image
  • Building and training a detection model
  • Using your model in Power Apps

Module 4: Business Card Reader

  • Connecting the business card reader control to CDS data
  • Mapping data fields
  • Using the model in a canvas app in Power Apps

Module 5: Text Classification

Analyzing text and detecting patterns

Training a model for text classification and selecting tags

Using the model in Microsoft Power Automate

 

Module 6: Form Processing

Introduction to Robotic Process Automation (RPA)

Training a model to recognize forms

Mapping fields to your data model

Integrating the model with a desktop automation solution

 

Module 7: Using AI Builder with Power Apps

  • Choosing your model
  • Building an app that uses AI
  • Publishing & maintain your AI-Driven app

Module 8: Using AI builder with Power Automate

  • Robotic Process Automation, revisited
  • Where AI fits into RPA
  • Choosing a model
  • Integrating your model into your Power Automate Flows