App Creation with ChatGPT and Generative AI Online Course
App Creation with ChatGPT and Generative AI Online Course
Master the art of creating powerful applications using ChatGPT and generative AI. This course will teach you how to integrate OpenAI’s state-of-the-art language model into various platforms and develop intelligent, productivity-boosting applications. From cover letter generators to email response applications, this hands-on course will equip you with the skills needed to leverage ChatGPT in real-world scenarios. Whether you're looking to enhance your business workflow or develop new solutions, this course provides the tools to do so effectively.
Who should take This Course?
- Managers and Employees: Looking to integrate ChatGPT into daily workflows and boost productivity across teams.
- Developers and Students: Eager to learn how to build apps and solutions using ChatGPT or integrate it with platforms such as Bubble, Airtable, and Power Apps.
- Entrepreneurs and Innovators: Looking to monetize ChatGPT-driven applications or solve specific business challenges using AI.
Skills Required
- Basic knowledge of programming (preferably Python) will be helpful.
- Familiarity with cloud platforms like Azure will aid in understanding the serverless setup for ChatGPT.
- No-code tools like Power Apps, Airtable, and Bubble will be introduced, making this course suitable for both developers and non-developers alike.
Knowledge Gained
- Understanding the capabilities and limitations of OpenAI and ChatGPT.
- Learning how to integrate ChatGPT into platforms like Outlook, Teams, Excel, and Power Automate.
- Developing serverless functions using Azure to manage ChatGPT API requests.
- Building no-code applications with platforms like Power Apps, Airtable, and Bubble that use ChatGPT for automation and assistance.
- Creating practical, real-world apps such as cover letter generators, travel planners, and email response tools.
- Mastering the integration of ChatGPT with Azure Functions for custom workflows and applications.
Key Benefits
- Practical Application Development: Create functional apps such as cover letter generators, email responders, and stock photo creators.
- Cross-Platform Integration: Learn to connect ChatGPT with business tools like Microsoft Teams, Outlook, and Power Automate to streamline processes.
- Serverless Architecture: Build scalable, serverless applications using Azure and OpenAI APIs.
- Hands-On Learning: Work on real-world projects that demonstrate the power of AI-driven applications.
- Boost Business Efficiency: Learn to automate tasks, generate content, and build productivity tools with AI.
Course Content
The App Creation with ChatGPT and Generative AI Online Course covers the following topics -
Domain 1. Introduction & Context
- Introduction to App Development
- Roadmap: How to Build ChatGPT Applications
- Use Cases: Real-World ChatGPT Solutions
- Technology Stack Overview for ChatGPT Apps
- Instructor's Overview and Expectations
- Key Success Factors for ChatGPT App Development
Domain 2. Understanding OpenAI & ChatGPT
- Leveraging ChatGPT for Effective Problem Solving
- What is OpenAI? An Introduction to the Organization
- Overview of GPT-3 Models: Advantages and Limitations
- Exploring GPT-3 Davinci: Features and Use Cases
- Fine-tuning Your Prompts for Better Responses
- Understanding Tokenization in Language Models
- How Temperature Control Affects Outputs
Domain 3. Prework & Setup
- Signing Up for the OpenAI API Account
- Creating and Setting Up an Azure Account
- Building Your First Azure Function Resource
- Installing Python for ChatGPT Integration
- Installing and Configuring Visual Studio Code
- Using the Terminal for Python and Pip Commands
- Creating a Microsoft 365 E5 Account
Domain 4. Building a Serverless ChatGPT API
- Accessing OpenAI API through Python
- Managing ChatGPT Responses Effectively
- Creating Your First Azure Function
- Testing and Deploying Your Azure Function
- Using Postman for Function Testing
- Integrating OpenAI ChatGPT with Azure Functions
- Running Local Tests for OpenAI ChatGPT
- Deploying OpenAI ChatGPT to Azure Functions
Domain 5. Integrating ChatGPT with Power Automate
- Creating Power Automate Flows with ChatGPT
- Integrating OpenAI ChatGPT through HTTP Requests
- Building a Teams Chatbot Powered by ChatGPT
- Testing and Publishing Your Teams Chatbot
Domain 6. Using ChatGPT with Power Apps
- Basics of Power Apps and Application Creation
- Integrating OpenAI ChatGPT into Power Apps
- Implementing a Q&A Bot in Power Apps
Domain 7. Integrating ChatGPT with Outlook
- Setting Up the Office Add-In Environment
- Creating and Launching an Office Outlook Project
- Running ChatGPT API from Outlook
- Resolving Common CORS and Security Issues
- Sending Email Body Data to ChatGPT
- Inserting ChatGPT Responses Back into Outlook
Domain 8. Building Apps with ChatGPT and Bubble
- Creating Applications with Bubble
- Connecting Bubble Apps to the ChatGPT API
- Modifying Prompts Dynamically in Bubble
Domain 9. ChatGPT and Airtable Integration
- Setting Up Airtable Context for ChatGPT Integration
- Writing Scripts to Call the ChatGPT API
- Modifying ChatGPT Prompts with Variables
- Testing a ChatGPT-Powered Marketing Email Generator
Domain 10. Building an Itinerary Planner with ChatGPT
- Setting Up the Front-End for the Itinerary App
- Creating the Second Page for the Itinerary App
- Building ChatGPT Workflows for Travel Planning
- Linking Pages and Testing Workflow Functionality
- Integrating ImageAI for Travel Photos
- Testing Image and Text Integration with ChatGPT
Domain 11. EmailResponder App with ChatGPT
- Setting Up the Outlook Environment for EmailResponder
- Creating Front-End Modifications
- Developing the ChatGPT Back-End Functionality
- Modifying Email Body for Backend Processing
- Adding a Reply Box for User Interaction
- Expanding App Features with ChatGPT Mood Options
Domain 12. Job Application Generator with ChatGPT
- Designing the Cover Letter Creation Screen
- Integrating ChatGPT API and Workflow Creation
- Testing ChatGPT with Various Job Descriptions
Domain 13. Splash Images Generator with ChatGPT
- Integrating DALLE Image API for Stock Photo Generation
- Creating the Front-End for SplashImages App
- Connecting ChatGPT API with Power Automate for Image Generation
- Testing the Stock Photo Generator Functionality
