ChatGPT: Build, Integrate & Deploy AI Apps

Grow on your schedule with big savings on Coursera Plus. Save 40% for 3 months.

ChatGPT: Build, Integrate & Deploy AI Apps

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

Instructor: EDUCBA

Included with Learn more

Ask Coursera

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

See how employees at top companies are mastering in-demand skills

Learn more about Coursera for Business

logos of Petrobras, TATA, Danone, Capgemini, P&G and L'Oreal

Build your subject-matter expertise

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.

What's included

12 videos4 assignments

12 videosTotal 67 minutes

Bubble Application Creation6 minutes
Connect ChatGPT API to Bubble11 minutes
Modify Prompt Dynamically4 minutes
Introduction to MealPlan Application2 minutes
Front-end Setup7 minutes
Create Second Page3 minutes
Create Workflow to Enable ChatGPT4 minutes
Link Pages Together9 minutes
Add More Specific Input and Test Application4 minutes
Screen Creation8 minutes
Link API and Create Workflow and Test8 minutes
Conclusion2 minutes

4 assignmentsTotal 60 minutes

Advanced Applications & Projects30 minutes
No-Code Integration with Bubble10 minutes
MealPlan Application Development10 minutes
Final App Building & Wrap-Up10 minutes

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructor

Instructor ratings

(7 ratings)

EDUCBA

1,708 Courses404,490 learners

Offered by

EDUCBA

Explore more from Data Analysis

Status: Free Trial
Packt
Make Apps with ChatGPT and Generative AI
Course
Status: Free Trial
Packt
Master ChatGPT & OpenAI APIs – Build AI Tools in Python
Course
Status: Free Trial
Coursera
ChatGPT API for Developers: Integrate AI Effortlessly
Course
Status: Preview
Scrimba
Build AI Apps with ChatGPT, Dall-E, and GPT-4
Course

Why people choose Coursera for their career

Felipe M.

Learner since 2018

"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."

Jennifer J.

Learner since 2020

"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."

Larry W.

Learner since 2021

"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."

Chaitanya A.

"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

5 stars
100%
4 stars
0%
3 stars
0%
2 stars
0%
1 star
0%

Showing 3 of 15

Reviewed on Apr 13, 2026

Very practical AI course with clear explanations and real -world applications.

Reviewed on May 8, 2026

Excellent course for building practical AI-powered applications confidently.

Reviewed on Jun 12, 2026

Easy-to-follow lessons covering AI app deployment workflows.

View more reviews

Break down barriers to learning with big savings
Get Coursera Plus
Start with easy savings for hard-working teams
Save 30% today

Frequently asked questions

To access course materials, assignments, and earn a Certificate, you'll need to purchase the Certificate experience when you enroll in a course. Eligible learners may also have the option to start with a Free Trial. Some courses may also offer a Full Course, No Certificate option. This lets you access course materials, submit required assessments, and receive a final grade, but you won't be able to earn or purchase a Certificate.

When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.