ChatGPT: Build, Integrate & Deploy AI Apps

Instructor: EDUCBA

Access provided by HAECO Americas

4 modules

Gain insight into a topic and learn the fundamentals.

9 hours to complete

Flexible schedule

Learn at your own pace

4 modules

Gain insight into a topic and learn the fundamentals.

9 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

Tools you'll learn

Details to know

Shareable certificate

Add to your LinkedIn profile

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 assignments

8 videos Total 50 minutes

Introduction to Course 2 minutes
How to use ChatGPT 13 minutes
What is OpenAI and ChatGPT 4 minutes
GPT3 Models 4 minutes
GPT3 Davinchi 8 minutes
Prompt Optimization 8 minutes
Tokens 6 minutes
Temperature 4 minutes

3 assignments Total 50 minutes

Getting Started with ChatGPT 10 minutes
Exploring GPT Models & Prompting 10 minutes
Foundations of ChatGPT & AI 30 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 videos Total 69 minutes

Introduction to Setting up Enviornment 1 minute
OpenAI API Account 6 minutes
Azure Account 8 minutes
Azure Function Resource 6 minutes
Python Installation 3 minutes
Installing Visual Studio Code 5 minutes
Configuring Visual Studio 6 minutes
Run Python and PIP 4 minutes
Microsoft 365 Account Creation 5 minutes
Use Python to Access OpenAI API 9 minutes
Use Python to Access OpenAI API Continued 10 minutes
Manage Response of ChatGPT 6 minutes

3 assignments Total 50 minutes

Preparing the Development Environment 10 minutes
Connecting Python with OpenAI 10 minutes
Environment & API Setup 30 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 videos Total 91 minutes

Creating Azure Function 6 minutes
Test and Deploy Azure Function 12 minutes
Test Function Using Postman 4 minutes
Integrate ChatGPT OpenAI with Azure Function 10 minutes
Test Locally 6 minutes
Deploy OpenAI ChatGPT to Azure Function 6 minutes
Create Power Automate Flow 5 minutes
Add OpenAI ChatGPT to HTTP Request 8 minutes
Creation of Teams Chatbot using OpenAI ChatGPT 10 minutes
Test and Publish 6 minutes
Basic Power App Creation 7 minutes
Add ChatGPT OpenAI to your Power App 5 minutes
Run the Power App 7 minutes

4 assignments Total 60 minutes

Building and Deploying Azure Functions 10 minutes
Power Automate and Teams Integration 10 minutes
Enhancing with Power Apps 10 minutes
Azure Integration & Automation 30 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.