Power Platform and the AI Revolution

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Provider

Coursera
Pricing

Paid Course
Languages

English
Certificate

Certificate Available
Effort

13 weeks, 1 hour a week
Sessions

Self-Paced
Level

Intermediate
Subtitles

English

Found in

Overview

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This course explores the transformative power of AI in enhancing Microsoft Power Platform workflows and applications. It equips professionals with the skills to leverage AI services to automate processes, create intelligent apps, and improve business efficiency. The course emphasizes practical application of AI tools to achieve measurable impact in real-world settings. Learners will gain hands-on experience using ChatGPT and Copilot to design flows, build apps, process data, and generate insights. Through structured exercises, participants will improve their technical skills and learn to implement AI-driven solutions that optimize business operations and decision-making. What sets this course apart is its combination of theory and real-world application. Students not only learn AI concepts but also apply them directly within Power Apps, Power Automate, and other Microsoft tools to create actionable solutions. This course benefits business analysts, developers, and IT professionals looking to integrate AI into their workflows. A basic understanding of Microsoft Power Platform and familiarity with app development will help maximize learning outcomes.

Syllabus

Introduction to AI Services

This module introduces foundational concepts in artificial intelligence, including neural networks, generative AI capabilities, and the use of copilots for chatbot creation. Learners will also explore OpenAI's advanced models and gain an understanding of Power Platform licensing options. By the end, you'll be equipped to recognize key AI services and their practical applications.

Configuring an Environment to Support AI Services

This module guides learners through the process of setting up Azure and Power Platform environments to enable AI service integration. You will learn how to configure OpenAI resources and obtain API access for ChatGPT, preparing your environment for hands-on AI application development.

Talking to ChatGPT

This module introduces learners to interacting with ChatGPT using Power Automate, covering how to send prompts, process responses, and utilize connectors for seamless integration. Participants will gain hands-on experience with data exchange formats like JSON and learn practical automation workflows.

Using ChatGPT and Copilot to Create Flows and Apps

This module guides learners through the process of using AI tools like ChatGPT and Copilot to automate tasks and develop applications with Power Automate and Power Apps. Participants will discover how to integrate these AI assistants for enhanced productivity and streamlined app creation.

Bootstrapping a PowerApp with Copilot

This module guides learners through the process of building a time-off request application using Copilot within Microsoft Power Apps. You will learn how to configure essential data structures and leverage Copilot to streamline app creation. By the end, you'll be able to set up a functional canvas app tailored for user submissions.

Processing Data with Sentiment Analysis
Using Power Automate and AI to Build PowerPoint Presentations

This module guides learners through automating PowerPoint presentations by leveraging Power Automate and AI tools. Participants will extract content from Wikipedia using APIs, configure JSON parameters, and dynamically generate slides with AI-generated summaries. By the end, learners will be able to streamline presentation creation using real-world data sources and automation techniques.

Building an Event Registration App with Identity Verification

This module guides learners through building an event registration workflow that incorporates identity verification using AI Builder and Microsoft Power Platform tools. Participants will configure document extraction, automate file requests, and manage confirmation communications within a SharePoint-integrated process. By the end, learners will understand how to streamline event registration with secure, automated identity validation.

Implementing an AI-Enabled Resume Screener

This module guides learners through building an automated resume screening system using AI and SharePoint. You will set up data structures, train an AI model to extract candidate information, and automate the evaluation process to streamline hiring workflows.

Crafting an Executive Summary with GPT

This module guides learners through the process of generating executive summaries using GPT, including document preparation and integration with cloud-based automation tools. Participants will discover how to convert documents for GPT processing and streamline summary creation within automated workflows.

Using AI to Tag Images in a SharePoint Library

This module guides learners through automating image tagging in SharePoint libraries using Azure Computer Vision and Power Automate. Participants will discover how AI can streamline content categorization and enhance workflow efficiency. Practical steps for configuring automated flows are included.

Creating a Generative AI-Based Bot

This module guides learners through the process of designing and building a generative AI-powered bot for HR and support scenarios using Microsoft 365 tools. You will explore solution design, topic creation with ChatGPT integration, and best practices for managing bot topics to ensure relevant and accurate responses.

Publishing a Generative AI-Based Bot

This module guides learners through the process of deploying a generative AI-powered chatbot across multiple platforms, including Teams, websites, and Facebook. You will learn how to adapt authentication methods and navigate approval processes to ensure your bot reaches the intended audience effectively.