This course is an introduction to Creative AI, a growing field at the intersection of machine learning and artistic practice. During the course, you’ll learn how neural networks work, how they are trained, and how they can be applied. Exploring how artificial intelligence can be used as a transformative tool across a variety of creative practices. By the end of this course you will be able to:

This Labor Day, enjoy $120 off Coursera Plus. Unlock access to 10,000+ programs. Save today.


Recommended experience
Skills you'll gain
- Innovation
- Critical Thinking
- Artificial Intelligence and Machine Learning (AI/ML)
- Artificial Intelligence
- Augmented Reality
- Creative Problem-Solving
- PyTorch (Machine Learning Library)
- Computer Programming Tools
- Creativity
- Deep Learning
- Data Ethics
- Generative AI
- Creative Design
- Machine Learning
- Creative Thinking
- Artificial Neural Networks
Details to know

Add to your LinkedIn profile
August 2025
2 assignments
See how employees at top companies are mastering in-demand skills

There are 2 modules in this course
This module introduces the field of Creative AI, offering a foundational overview of what AI is and how it intersects with creative practice. You’ll also meet the group of contributing experts whose work and perspectives will shape the discussions throughout this course.
What's included
6 videos6 readings1 assignment3 discussion prompts
During this module we will talk through the steps of building our first AI model in the deep learning library PyTorch. We will talk about what a neural network is and how they are trained on data. We will then talk you through where to get started for continuing your journey with CreativeAI and introduce the three courses that follow this introductory course.
What's included
1 video13 readings1 assignment1 discussion prompt1 ungraded lab
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

Offered by
Explore more from Algorithms
- Status: Free Trial
University of Michigan
- Status: Free Trial
University of Michigan
- Status: Free Trial
University of Michigan
- Status: Free Trial
University of Michigan
Why people choose Coursera for their career





Open new doors with Coursera Plus
Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription
Advance your career with an online degree
Earn a degree from world-class universities - 100% online
Join over 3,400 global companies that choose Coursera for Business
Upskill your employees to excel in the digital economy
Frequently asked questions
To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
When you purchase a Certificate you get access to all course materials, including graded assignments. Upon completing the course, your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.
You will be eligible for a full refund until two weeks after your payment date, or (for courses that have just launched) until two weeks after the first session of the course begins, whichever is later. You cannot receive a refund once you’ve earned a Course Certificate, even if you complete the course within the two-week refund period. See our full refund policy.
More questions
Financial aid available,