Building AI-Powered Applications with No-Code Tools Online Course
Building AI-Powered Applications with No-Code Tools Online Course
This course is designed to equip you with the skills to build advanced AI-powered applications using no-code tools like Bubble, Power Apps, and BuildShip. You’ll learn to create AI chatbots, starting with a basic PDF-based Q&A bot and progressing to full conversational assistants integrated with platforms like Microsoft Teams. The course also covers building advanced applications such as receipt chatbots and data assistants, utilizing OpenAI’s API and GPT-4 Vision. Through hands-on modules, you’ll gain practical experience and the confidence to apply AI solutions to real-world challenges. Ideal for professionals and enthusiasts across various fields, this course enables you to harness the power of AI without programming knowledge.
Key Benefits
- In-depth exploration of no-code platforms such as Bubble and Power Apps, providing a solid foundation for building AI-powered applications.
- Detailed, step-by-step instructions for creating advanced chatbots and AI-driven solutions, enabling practical, hands-on learning.
- Integration of OpenAI API and other AI technologies to enhance the functionality and capabilities of your applications.
Target Audience
This course is perfect for tech enthusiasts, business professionals, and creatives seeking to explore AI and automation. While no prior coding experience is required, a basic understanding of digital tools will be beneficial for a smoother learning experience.
Learning Objectives
- Design and build AI-powered chatbots using intuitive no-code platforms.
- Integrate OpenAI's API into applications to enhance AI functionality and performance.
- Automate workflows and seamlessly connect various platforms for streamlined operations.
- Develop and deploy custom user interfaces tailored to AI applications for improved user experience.
- Create and manage AI-driven data assistants to optimize data processing and management.
- Test, refine, and optimize AI applications to ensure real-world effectiveness and performance.
Course Outline
The Building AI-Powered Applications with No-Code Tools Exam covers the following topics -
Module 1 - Introduction - Project Overview
- Course Introduction
- Instructor Overview
Module 2 - Overview of No-Code Tools
- Learn about Solution Framework
- Understand about Bubble and Teams
- Overview of Power Apps and Power Automate
- Learn about BuildShip, Airtable, and OpenAI API
Module 3 - Building Generative AI - PDF Chatbot
- Setting Up the OpenAI API Assistant
- Building the API Workflow in BuildShip
- Integrating the OpenAI API Assistant into BuildShip
- Complete Backend Setup and Testing
- Steps to Design the User Interface in Bubble
- Integrate the API in Bubble
- Develop and Test Bubble Workflows
- Modifying the Knowledge PDF
- Transition from Q&A to Full Conversation Mode
- Develop Backend for Full Conversation Chatbot
- Design User Interface for Chatbot
- Link User Interface to Backend
- Test Full Conversation Chatbot
- Integrate Chatbot with Teams
- Create OpenAI Assistant and Modify BuildShip
- Set Up Workflow in Power Automate (Part 1 and 2)
- Test Teams Chatbot
Module 4 - Building Generative AI - Receipt Chatbot
- Project Overview
- Workflow Overview
- Create PowerApps and Set Up Azure Storage
- Link PowerApps to Azure Storage Account
- Implement OpenAI Image Vision and GPT-4 Vision
- Use BuildShip for System Integration
- Make Image Upload Names Dynamic in PowerApps
- Connect PowerApps and Power Automate (Part 1 and 2)
- Add Page 2 to PowerApps
- Integrate Airtable with BuildShip using BuildShip
- Link PowerApps to BuildShip via Power Automate
- Test and Deploy the Solution
Module 5 - Building Generative AI - Data Assistant
- Project Overview
- Set Up Airtable
- Integrate BuildShip and OpenAI Assistant
- Test and Fine-Tune BuildShip (Part 1 and 2)
- Setting Up Power Automate Workflow
- Test and Run the Final Solution
