ChatGPT: Build, Integrate & Deploy AI Apps

Instructor: EDUCBA

Access provided by Dnipro University of Technology

4 modules

Gain insight into a topic and learn the fundamentals.

8 hours to complete

Flexible schedule

Learn at your own pace

4 modules

Gain insight into a topic and learn the fundamentals.

8 hours to complete

Flexible schedule

Learn at your own pace

What you'll learn

Set up ChatGPT with Python & deploy serverless functions on Azure.
Integrate OpenAI with Power Automate, Teams, Power Apps & Bubble.
Build real-world AI apps like MealPlan & Finance assistants.

Skills you'll gain

Details to know

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Assessments

14 assignments

Taught in English

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There are 4 modules in this course

By the end of this course, learners will be able to set up ChatGPT environments, integrate the OpenAI API with Python, deploy serverless functions on Azure, and create AI-powered applications using Microsoft Power Automate, Teams, Power Apps, and Bubble.io. They will also design real-world projects such as a MealPlan generator and a Personal Finance assistant.

This course provides a step-by-step, hands-on approach that combines coding, automation, and no-code platforms, making it accessible for both beginners and professionals. Learners will benefit from mastering prompt engineering, understanding GPT models, and building practical workflows that bring ChatGPT into real business and personal applications. What makes this course unique is its comprehensive coverage of both low-code/no-code integration and serverless cloud deployment, enabling learners to not only understand the theory but also implement real-world solutions. Whether you are a developer, data enthusiast, or business professional, this course equips you with the skills to transform ChatGPT into powerful, scalable, and customizable applications.

This module introduces learners to the world of ChatGPT and OpenAI, exploring how generative AI works, the evolution of GPT models, and the fundamentals of prompts, tokens, and temperature. Learners will build a strong conceptual foundation to effectively understand and use ChatGPT.

What's included

8 videos3 assignments1 plugin

8 videosTotal 49 minutes

Introduction to Course2 minutes
How to use ChatGPT13 minutes
What is OpenAI and ChatGPT3 minutes
GPT3 Models4 minutes
GPT3 Davinchi7 minutes
Prompt Optimization8 minutes
Tokens5 minutes
Temperature4 minutes

3 assignmentsTotal 50 minutes

Foundations of ChatGPT & AI30 minutes
Getting Started with ChatGPT10 minutes
Exploring GPT Models & Prompting10 minutes

1 pluginTotal 30 minutes

Exploring ChatGPT Foundations: From Basics to Smarter Prompts30 minutes

This module guides learners through the setup of development environments, including installing Python, configuring Visual Studio Code, and creating essential accounts like OpenAI, Azure, and Microsoft 365. Learners will also practice connecting Python scripts to the OpenAI API.

What's included

12 videos3 assignments

12 videosTotal 69 minutes

Introduction to Setting up Enviornment1 minute
OpenAI API Account6 minutes
Azure Account7 minutes
Azure Function Resource5 minutes
Python Installation3 minutes
Installing Visual Studio Code4 minutes
Configuring Visual Studio6 minutes
Run Python and PIP4 minutes
Microsoft 365 Account Creation5 minutes
Use Python to Access OpenAI API9 minutes
Use Python to Access OpenAI API Continued9 minutes
Manage Response of ChatGPT6 minutes

3 assignmentsTotal 50 minutes

Environment & API Setup30 minutes
Preparing the Development Environment10 minutes
Connecting Python with OpenAI10 minutes

This module focuses on deploying ChatGPT through Azure Functions and extending its capabilities with Microsoft Power Automate, Teams, and Power Apps. Learners will develop serverless functions, automate workflows, and integrate ChatGPT into collaborative platforms.

What's included

13 videos4 assignments

13 videosTotal 90 minutes

Creating Azure Function5 minutes
Test and Deploy Azure Function12 minutes
Test Function Using Postman3 minutes
Integrate ChatGPT OpenAI with Azure Function9 minutes
Test Locally5 minutes
Deploy OpenAI ChatGPT to Azure Function6 minutes
Create Power Automate Flow5 minutes
Add OpenAI ChatGPT to HTTP Request7 minutes
Creation of Teams Chatbot using OpenAI ChatGPT9 minutes
Test and Publish5 minutes
Basic Power App Creation7 minutes
Add ChatGPT OpenAI to your Power App5 minutes
Run the Power App6 minutes

4 assignmentsTotal 60 minutes

Azure Integration & Automation30 minutes
Building and Deploying Azure Functions10 minutes
Power Automate and Teams Integration10 minutes
Enhancing with Power Apps10 minutes

This module demonstrates advanced real-world applications by integrating ChatGPT with no-code platforms like Bubble and building complete projects such as a MealPlan app and a Personal Finance assistant. Learners will practice creating dynamic workflows and end-to-end AI-powered applications.