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URL: https://www.coursera.org/learn/ai-tools-data-and-experience-design

⇱ AI Tools, Data, and Experience Design | Coursera

AI Tools, Data, and Experience Design

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AI Tools, Data, and Experience Design

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Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Apply AI in Design Workflows: Use AI tools for content generation, ideation, wireframing, and efficient workflows.

  • Use Data to Improve User Experiences: Analyze user behavior and insights to create engaging digital experiences.

  • Automate Repetitive Creative Tasks: Simplify research, organization, and repetitive design tasks with AI automation.

  • Strengthen Digital Experience Design Skills: Develop practical AI-assisted design skills for digital products and platforms.

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

9 assignments

Taught in English

Build your subject-matter expertise

This course is part of the AI Powered UI/UX Design 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 9 modules in this course

Modern designers must use AI tools, understand user behavior, and create smarter digital experiences that boost engagement and usability. This practical, beginner-friendly certification helps creative professionals apply AI, data insights, and modern workflows to real design projects.

Learn how AI supports content generation, user research, personalization, workflow automation, and interface optimization across digital products. Through hands-on exercises, you’ll streamline processes, improve collaboration, and design more user-centered experiences with accessible AI-powered tools. By the end of the course, you’ll apply AI to workflows, use data to enhance user experiences, automate creative tasks, and build efficient digital products. Enroll to gain recognized certification and build practical AI-assisted design skills that improve creativity, streamline workflows, and strengthen user-centered digital experiences.

This module introduces the overall certification structure and explains how the learning experience is organized throughout the course. To support different learning preferences, the content is offered in multiple formats, including Videos, eBooks, Audiobooks, and Podcasts. Each format covers the same key concepts, giving you the flexibility to learn in the way that works best for you. You can choose any format based on your preferred learning style and move through the course at your own pace.

What's included

11 videos1 assignment5 plugins

11 videos•Total 132 minutes
  • Navigation Video•2 minutes
  • Audio Book: Module 1: AI Tools and Technologies for Designers•83 minutes
  • Podcast: Module 1: AI Tools and Technologies for Designers•25 minutes
  • 1.1 Comprehensive Overview of AI Design Tools •3 minutes
  • 1.2 Choosing the Right Tool for Your Project•2 minutes
  • 1.3 AI Integration Techniques•3 minutes
  • 1.4 Deep Dive into Generative AI Tools•3 minutes
  • 1.5 Creative Applications and Case Studies•3 minutes
  • 1.6 AI-Powered Prototyping Tools•3 minutes
  • 1.7 Enhancing User Testing with AI•3 minutes
  • 1.8 Iterative Design with AI Feedback •3 minutes
1 assignment•Total 30 minutes
  • Quiz 1•30 minutes
5 plugins•Total 75 minutes
  • Module 1: AI Tools and Technologies for Designers•15 minutes
  • Activity: Cronological order•15 minutes
  • Activity: Case Study•15 minutes
  • Activity: Tab•15 minutes
  • Activity: Let's Check your Knowledge•15 minutes

What's included

11 videos1 assignment5 plugins

11 videos•Total 116 minutes
  • Audio Book: Module 2: Data-Driven Design and Personalization•71 minutes
  • Podcast: Module 2: Data-Driven Design and Personalization•20 minutes
  • 2.1 Principles of Data-Driven Design•3 minutes
  • 2.2 Collecting and Analysing Design Data•3 minutes
  • 2.3 Translating Data into Design Insights•3 minutes
  • 2.4 Mechanics of AI-Driven Personalization•3 minutes
  • 2.5 Implementing Personalization in Design Projects•2 minutes
  • 2.6 Evaluating Personalization Effectiveness•3 minutes
  • 2.7 Navigating Privacy and Consent•3 minutes
  • 2.8 Mitigating Bias in AI Personalization•2 minutes
  • 2.9 Building Trust with Transparency•2 minutes
1 assignment•Total 30 minutes
  • Quiz 2•30 minutes
5 plugins•Total 75 minutes
  • Module 2: Data-Driven Design and Personalization•15 minutes
  • Activity: Drag and Drop•15 minutes
  • Activity: Cronological order•15 minutes
  • Activity: Multiple Choice•15 minutes
  • Activity: Let's Check your Knowledge•15 minutes

What's included

8 videos1 assignment5 plugins

8 videos•Total 114 minutes
  • Audio Book: Module 3: Generative AI for Creative Exploration•74 minutes
  • Podcast: Module 3: Generative AI for Creative Exploration•22 minutes
  • 3.1 Concepts and Capabilities •5 minutes
  • 3.2 Generative AI in Practice•3 minutes
  • 3.3 Visual Content Creation•2 minutes
  • 3.4 Innovative Design Solutions•2 minutes
  • 3.5 Integrating AI into the Creative Workflow•4 minutes
  • 3.6 Ethical and Originality Considerations•2 minutes
1 assignment•Total 30 minutes
  • Quiz 3•30 minutes
5 plugins•Total 75 minutes
  • Module 3: Generative AI for Creative Exploration•15 minutes
  • Activity: Accordian•15 minutes
  • Activity: Case Study•15 minutes
  • Activity: Multipe Choice Questions•15 minutes
  • Activity: Let's Check your Knowledge•15 minutes

What's included

10 videos1 assignment5 plugins

10 videos•Total 127 minutes
  • Audio Book: Module 4: AI-Enhanced Prototyping and User Testing •86 minutes
  • Podcast: Module 4: AI-Enhanced Prototyping and User Testing •19 minutes
  • 4.1 Accelerating Prototyping with AI•3 minutes
  • 4.2 AI in Interactive Prototyping•2 minutes
  • 4.3 Enhancing Prototyping Efficiency•2 minutes
  • 4.4 AI-Powered User Testing and Feedback Analysis •3 minutes
  • 4.5 Sentiment Analysis and User Feedback•3 minutes
  • 4.6 Iterative Design Improvements with AI •3 minutes
  • 4.7 Ethical and Practical Considerations in AI Testing •3 minutes
  • 4.8 Bias Mitigation in Testing•3 minutes
1 assignment•Total 30 minutes
  • Quiz 4•30 minutes
5 plugins•Total 75 minutes
  • Module 4: AI-Enhanced Prototyping and User Testing •15 minutes
  • Activity: Tab•15 minutes
  • Activity: Pick One•15 minutes
  • Activity: Carousel•15 minutes
  • Activity: Let's Check your Knowledge•15 minutes

What's included

10 videos1 assignment5 plugins

10 videos•Total 121 minutes
  • Audio Book: Module 5: AI Tools and Technologies for Designers •74 minutes
  • Podcast: Module 5: AI Tools and Technologies for Designers •21 minutes
  • 5.1 AI Tool Capabilities•5 minutes
  • 5.2 Choosing the Right Tool •4 minutes
  • 5.3 AI Design Tools: Real-World Case Studies•2 minutes
  • 5.4 Applications in Design •4 minutes
  • 5.5 Creative Possibilities•3 minutes
  • 5.6 Case Studies•3 minutes
  • 5.7 Training AI Models •3 minutes
  • 5.8 Iterative Design with AI •3 minutes
1 assignment•Total 30 minutes
  • Quiz 5•30 minutes
5 plugins•Total 75 minutes
  • Module 5: AI Tools and Technologies for Designers •15 minutes
  • Activity: Carousel •15 minutes
  • Activity: Drag and Drop•15 minutes
  • Activity: Sequence•15 minutes
  • Activity: Let's Check your Knowedge•15 minutes

What's included

8 videos1 assignment5 plugins

8 videos•Total 166 minutes
  • Audio Book: Module 6: AI-Assisted Content Creation and Strategy •91 minutes
  • Podcast: Module 6: AI-Assisted Content Creation and Strategy •51 minutes
  • 6.1 Content Optimization•3 minutes
  • 6.2 Tool Selection•4 minutes
  • 6.3 Revolutionizing Content Creation •4 minutes
  • 6.4 Innovation in Content •3 minutes
  • 6.5 AI Model Training •4 minutes
  • 6.6 Improving Content with AI •5 minutes
1 assignment•Total 30 minutes
  • Quiz 6•30 minutes
5 plugins•Total 75 minutes
  • Module 6: AI-Assisted Content Creation and Strategy •15 minutes
  • Activity: Multipe Choice•15 minutes
  • Activity: Case Study•15 minutes
  • Activity: Accordion•15 minutes
  • Activity: Let's Check your Knowedge•15 minutes

What's included

10 videos1 assignment5 plugins

10 videos•Total 135 minutes
  • Audio Book: Module 7: Leveraging AI for User Research and Data Analysis •74 minutes
  • Podcast: Module 7: Leveraging AI for User Research and Data Analysis •29 minutes
  • 7.1 Mastering UX Research with AI•5 minutes
  • 7.2 AI Powered Tools•4 minutes
  • 7.3 Sentiment Analysis through AI•3 minutes
  • 7.4 Deciphering User Data with AI•3 minutes
  • 7.5 Insightful AI for UX Design•5 minutes
  • 7.6 Simplifying Data with AI•4 minutes
  • 7.7 Responsible AI Strategies •4 minutes
  • 7.8 Balancing Innovation and User Rights•4 minutes
1 assignment•Total 30 minutes
  • Quiz 7•30 minutes
5 plugins•Total 75 minutes
  • Module 7: Leveraging AI for User Research and Data Analysis •15 minutes
  • Activity: Sequence•15 minutes
  • Activity: Popup•15 minutes
  • Activity: Flip Card•15 minutes
  • Activity: Let's Check your Knowedge•15 minutes

What's included

11 videos1 assignment5 plugins

11 videos•Total 196 minutes
  • Audio Book: Module 8: AI in Visual Design and Prototyping•90 minutes
  • Podcast: Module 8: AI in Visual Design and Prototyping•63 minutes
  • 8.1 AI in Graphic Design Enhancement •4 minutes
  • 8.2 Transformative AI in Design •5 minutes
  • 8.3 Mastering Visual Design with AI•5 minutes
  • 8.4 AI Tools for Visual Creativity •6 minutes
  • 8.5 Case Studies of AI Driven Design Projects•5 minutes
  • 8.6 AI Tools for Wireframing and Prototyping•6 minutes
  • 8.7 Benefits of AI Prototyping•4 minutes
  • 8.8 AI’s Impact on Design•4 minutes
  • 8.9 Learning from AI Case Studies •4 minutes
1 assignment•Total 30 minutes
  • Quiz 8•30 minutes
5 plugins•Total 75 minutes
  • Module 8: AI in Visual Design and Prototyping•15 minutes
  • Activity: Scenario•15 minutes
  • Activity: True OR False•15 minutes
  • Activity: Multipe Choice•15 minutes
  • Activity: Let's Check your Knowedge•15 minutes

What's included

12 videos1 assignment5 plugins

12 videos•Total 195 minutes
  • Audio Book: Module 9: Enhancing UX with AI: Personalization and Adaptation •127 minutes
  • Podcast: Module 9: Enhancing UX with AI: Personalization and Adaptation •16 minutes
  • 9.1 Harnessing AI for Dynamic Personalization in User Interfaces•7 minutes
  • 9.2 Design Strategies for AI-Driven Personalization •5 minutes
  • 9.3 Personalization Case Studies•5 minutes
  • 9.4 AI Technologies for Personalization•5 minutes
  • 9.5 AI-Powered Personalization: Technical and Design Considerations•5 minutes
  • 9.6 Personalization Tools•6 minutes
  • 9.7 Real-World Examples•3 minutes
  • 9.8 User Privacy and Human-Centric AI Personalization•6 minutes
  • 9.9 AI Automation, User Control, and Personalization Trust•4 minutes
  • 9.10 Solutions for AI-Driven Personalization Experiences•7 minutes
1 assignment•Total 30 minutes
  • Quiz 9•30 minutes
5 plugins•Total 75 minutes
  • Module 9: Enhancing UX with AI: Personalization and Adaptation •15 minutes
  • Activity: Tab•15 minutes
  • Activity: Accordion•15 minutes
  • Activity: Multipe Choice•15 minutes
  • Activity: Let's Check your Knowedge•15 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

AI CERTs
58 Courses•43,878 learners

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Frequently asked questions

You’ll use AI tools to improve workflows, analyze user data, automate tasks, and enhance digital experiences.

No. This course is for designers and creative professionals without technical backgrounds.

This course sets itself apart by focusing on hands-on, practical AI tools and data-driven workflows essential to today's digital experience design environments—offering direct, applicable skills unlike those of traditional design programs.

Yes. You’ll complete hands-on exercises and scenarios focused on AI-assisted creativity and user experience workflows.

Ideal for UX designers, marketers, creative and product teams, and digital creators.

Yes. You’ll receive the AI Tools, Data & Experience Design Certification upon successful completion.

Yes. The course teaches practical workflows and tools for immediate use in current projects.

No coding required. The course is beginner-friendly and uses accessible AI tools.

These skills help you stay competitive as AI becomes increasingly important across design, UX, and digital product teams.

The course is highly practical, focusing on real-world AI applications in creative and digital workflows.

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 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.

Financial aid available,