ChatGPT: Build, Integrate & Deploy AI Apps

This course is part of AI Chatbots with ChatGPT, Dialogflow & Watson Specialization

Instructor: EDUCBA

Access provided by HKUST

4 modules

Gain insight into a topic and learn the fundamentals.

15 reviews

1 week to complete

at 10 hours a week

Flexible schedule

Learn at your own pace

4 modules

Gain insight into a topic and learn the fundamentals.

15 reviews

1 week to complete

at 10 hours a week

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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This course is part of the AI Chatbots with ChatGPT, Dialogflow & Watson Specialization

When you enroll in this course, you'll also be enrolled in this Specialization.

Learn new concepts from industry experts
Gain a foundational understanding of a subject or tool
Develop job-relevant skills with hands-on projects
Earn a shareable career certificate

There are 4 modules in this course

Turn ChatGPT into practical AI-powered applications through a hands-on course that combines coding, automation, no-code development, and serverless cloud deployment. You’ll begin with the foundations of ChatGPT and OpenAI, including generative AI, GPT models, prompts, tokens, temperature, and prompt optimization. You’ll then set up Python and Visual Studio Code, create the required OpenAI, Azure, and Microsoft 365 accounts, and connect Python scripts to the OpenAI API.

As you progress, you’ll build and deploy Azure Functions for serverless ChatGPT APIs, automate workflows with Microsoft Power Automate, integrate a ChatGPT chatbot into Microsoft Teams, and connect intelligent solutions through Power Apps. You’ll also use Bubble.io to create AI-powered applications without coding and complete real-world projects, including a personalized weekly MealPlan generator and a Personal Finance assistant. Designed for beginners and professionals—including developers, data enthusiasts, and business professionals—this course gives you step-by-step practice in building customizable ChatGPT workflows for business and personal use. Its distinctive blend of Python, low-code/no-code platforms, Microsoft tools, and Azure deployment helps you move from core concepts to complete, working AI 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 videosTotal 50 minutes

Introduction to Course2 minutes
How to use ChatGPT13 minutes
What is OpenAI and ChatGPT4 minutes
GPT3 Models4 minutes
GPT3 Davinchi8 minutes
Prompt Optimization8 minutes
Tokens6 minutes
Temperature4 minutes

3 assignmentsTotal 50 minutes

Foundations of ChatGPT & AI30 minutes
Getting Started with ChatGPT10 minutes
Exploring GPT Models & Prompting10 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 Account8 minutes
Azure Function Resource6 minutes
Python Installation3 minutes
Installing Visual Studio Code5 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 Continued10 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 91 minutes

Creating Azure Function6 minutes
Test and Deploy Azure Function12 minutes
Test Function Using Postman4 minutes
Integrate ChatGPT OpenAI with Azure Function10 minutes
Test Locally6 minutes
Deploy OpenAI ChatGPT to Azure Function6 minutes
Create Power Automate Flow5 minutes
Add OpenAI ChatGPT to HTTP Request8 minutes
Creation of Teams Chatbot using OpenAI ChatGPT10 minutes
Test and Publish6 minutes
Basic Power App Creation7 minutes
Add ChatGPT OpenAI to your Power App5 minutes
Run the Power App7 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.