App Creation with ChatGPT and Generative AI Practice Exam
App Creation with ChatGPT and Generative AI Practice Exam
About App Creation with ChatGPT and Generative AI Exam
The App Creation with ChatGPT and Generative AI exam is designed to equip you with the skills to harness the power of OpenAI’s ChatGPT and other generative AI models to create innovative, functional applications. This exam focuses on integrating ChatGPT into various business platforms like Outlook, Teams, Excel, Power Automate, and more, enabling you to automate tasks, enhance workflows, and boost productivity across industries. You will learn to design and build real-world applications, from a Cover Letter Generator to a Travel Planner, all powered by ChatGPT.
Who should take this Exam?
This exam is ideal for managers, employees, and developers looking to integrate AI-powered solutions into their daily workflows. Whether you're a student learning to connect AI to application-building platforms like Airtable, Power Apps, or Bubble, or a professional aiming to build and monetize applications using generative AI, this exam will empower you with the knowledge and practical skills required to make the most of ChatGPT.
Skills Required
- Basic understanding of APIs and how they function
- Familiarity with Python programming and coding fundamentals
- Knowledge of Microsoft 365 tools, including Outlook, Teams, and Excel
- An interest in automation and no-code/low-code development environments
- Ability to understand and work with Azure Functions, Power Automate, and other cloud-based platforms
Knowledge Gained
- Upon completing this exam, you will have a solid understanding of -
- How to integrate ChatGPT into a variety of business tools and applications
- Creating and deploying serverless functions to interact with OpenAI’s ChatGPT API
- Automating tasks and generating responses via custom-built applications
- Building and deploying no-code apps using platforms like Power Apps, Airtable, and Bubble
- Designing applications that leverage ChatGPT to enhance productivity, including Cover Letter Generators, Email Responders, and Stock Image Generators
Key Benefit
- Gain hands-on experience integrating ChatGPT into major business platforms like Outlook, Power Automate, Teams, and more
- Build useful, real-life applications, such as a Cover Letter Generator, Travel Planner, PPT Stock Image Generator, and an Email Reply Assistant
- Learn to create serverless functions and deploy them on cloud platforms like Azure
- Master API integration, enabling you to work with ChatGPT and other OpenAI models in a variety of business contexts
- Develop and deploy no-code applications, enhancing productivity and streamlining workflows
- Access detailed instructions, video lessons, and resources, including a GitHub repository with all the code and tools you need for your projects
Concepts Covered
- Introduction and Context: Overview of ChatGPT app development, tools, and key success factors
- What Are OpenAI and ChatGPT? Learn the basics of OpenAI and GPT-3, including optimization and prompt techniques
- Prework: Set up necessary accounts (OpenAI, Azure, Microsoft 365) and tools (Python, Visual Studio Code)
- Building Serverless ChatGPT Apps: Learn to create serverless functions, integrate APIs, and deploy to Azure
- Integration with Power Automate, Power Apps, and Outlook: Practical lessons on integrating ChatGPT into Microsoft 365 tools
- Working with No-Code Platforms: Create apps in Airtable and Bubble, integrating ChatGPT for dynamic responses
- Building Specific Apps: Step-by-step lessons on creating specific apps like Travel Planner, Email Responders, and Stock Image Generators
- Advanced Topics: Learn to use OpenAI’s DALL-E for image generation and combine multiple AI models for enhanced app functionality
Table of Contents
The App Creation with ChatGPT and Generative AI Exam Covers the following topics -
Domain 1 - Introduction and Context
- Introduction to ChatGPT and Its Applications
- Roadmap: Creating Applications with ChatGPT
- Examples of Practical ChatGPT Solutions
- The Technical Stack: Tools for ChatGPT App Development
- Instructor’s Overview of the Course
- Success Tips for Building ChatGPT Apps
Domain 2 - Understanding OpenAI and ChatGPT
- Problem-Solving Capabilities of ChatGPT
- Overview of OpenAI's GPT Models
- Pros and Cons of GPT-3 and ChatGPT
- GPT-3 Davinci: An In-Depth Look
- Optimizing ChatGPT Prompts for Best Results
- Exploring Tokenization and Temperature Control
Domain 3 - Pre-Development Setup
- Setting Up Your OpenAI API Account
- Creating an Azure Account for Cloud Functions
- How to Set Up Azure Function Resources
- Installing Python for Application Development
- Configuring Visual Studio Code for Python Development
- Running Python and Pip through Terminal
- Setting Up a Microsoft 365 E5 Account
Domain 4 - Creating Serverless ChatGPT APIs
- Accessing OpenAI API Using Python
- Managing and Handling ChatGPT Responses
- Step-by-Step Azure Function Creation
- Testing and Deploying Azure Functions
- Using Postman for Serverless Function Testing
- Integrating OpenAI ChatGPT with Azure Functions
- Local Testing with OpenAI and ChatGPT API Integration
- Deploying ChatGPT Apps on Azure Functions
Domain 5 - ChatGPT Integration with Power Automate
- Creating Power Automate Flows for ChatGPT
- Making HTTP Requests to Connect ChatGPT API
- Developing a Teams Chatbot Using OpenAI ChatGPT
- Testing and Publishing Your Teams Chatbot
Domain 6 - Integrating ChatGPT with Power Apps
- Developing Basic Apps Using Power Apps
- Integrating OpenAI ChatGPT into Power Apps
- Implementing a Power Apps Q&A Bot Powered by ChatGPT
Domain 7 - Leveraging ChatGPT with Outlook
- Setting Up the Office Add-In Environment for Outlook
- Creating an Outlook Add-In Project
- Running ChatGPT API from the Outlook Add-In
- Overcoming CORS and Security Challenges
- Transferring Email Body to ChatGPT API
- Displaying ChatGPT’s Response in Outlook Add-In
Domain 8 - Building ChatGPT Applications with Bubble
- Creating Applications with Bubble
- Connecting the Bubble Platform to ChatGPT API
- Dynamically Modifying ChatGPT Prompts
- Testing and Refining ChatGPT Responses in Bubble
Domain 9 - Utilizing ChatGPT with Airtable
- Setting Up Airtable for ChatGPT Integration
- Creating Scripts for Calling ChatGPT API in Airtable
- Modifying ChatGPT Prompts Based on Airtable Variables
- Testing ChatGPT's Marketing Email Generation Capabilities
Domain 10 - Creating Itinerary Apps with ChatGPT
- Designing the Front-End of the Travel Planning App
- Developing the Second Page of the App
- Creating Workflow for ChatGPT’s Itinerary Suggestions
- Linking Pages for Seamless User Experience
- Integrating ImageAI and OpenAI for Travel Photos
- Testing the ChatGPT App’s Text and Photo Outputs
Domain 11 - Developing Email Response Apps with ChatGPT
- Setting Up the Outlook Environment for Email Responders
- Making Front-End Modifications for ChatGPT Integration
- Creating the Back-End Function for Email Replies
- Modifying the Email Body to Include ChatGPT’s Response
- Expanding the App with ChatGPT Mood Options for Email Responses
Domain 12 - Job Application Generator with ChatGPT
- Designing the Cover Letter Screen in the App
- Linking ChatGPT API to Cover Letter Creation Workflow
- Testing ChatGPT’s Ability to Generate Job-Specific Letters
Domain 13 - Generating Stock Images for Presentations
- Using the DALL-E Image API for Stock Image Creation
- Designing the Front-End for Stock Image Generation
- Connecting ChatGPT API and Power Automate for Image Requests
- Testing and Refining the Stock Photo Generator App
Domain 14 - Using ChatGPT for Business Productivity
- Maximizing Productivity with AI Integration
- Best Practices for Building AI-Powered Solutions
- Automating Routine Tasks with ChatGPT
Domain 15 - Advanced Techniques in ChatGPT App Development
- Combining ChatGPT with Other AI Models for Enhanced Solutions
- Exploring Advanced Features of OpenAI API
- Developing Scalable AI Applications
Domain 16 - Conclusion and Final Thoughts
- Recap of Key Learnings and Achievements
- Final Project Overview
- Tips for Continuing AI App Development
