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AI Product Design Patterns

New

4 Weeks

Cohort-based Course

Learn the new design language and UX guardrails for AI-driven products.

AI Product Design Patterns

New

4 Weeks

Cohort-based Course

Learn the new design language and UX guardrails for AI-driven products.

Hosted by

Chris Butler

AI/ML Product Leader at GitHub, Google, Cognizant, Meta, and Microsoft

Chris Butler

AI/ML Product Leader at GitHub, Google, Cognizant, Meta, and Microsoft

Previously at

This course is popular

5 people enrolled last week.

Course overview

Be a product person that puts AI/ML into production

Are you wondering how to create products that use AI at their core?

Gartner has said that less than 50% of AI models make it into production in 2020 and with generative AI is has gotten even worse. The reason is that they don't make it is because they aren't fit to the product.

Through a series of case studies, live workshops, and projects, we'll dive into the new paradigms and frameworks product leaders and designers are using to incorporate AI into their products.

The course will feature real examples from GitHub, Google’s Core Machine Learning team, Google’s People + AI Guidebook, Cognizant, and Facebook Reality Labs’ Portal device.

Who is this course for

PMs, Designers, and Engineering Managers looking to effectively integrate AI/ML into their products

People looking to guide their teams in the middle of integrating AI/ML into their products but are getting caught up with technical details

Teams that want better ways to discuss cross-function trade-offs when using AI/ML in their products.

PMs, Designers, and Engineering Managers looking to effectively integrate AI/ML into their products

People looking to guide their teams in the middle of integrating AI/ML into their products but are getting caught up with technical details

Teams that want better ways to discuss cross-function trade-offs when using AI/ML in their products.

What you’ll get out of this course

Take the next step in your productionalization of AI/ML to create value for your customers

Understand and apply common design patterns for AI/ML including the latest generative interactions

Learn to apply ethical, bias, fairness, and other guardrails to AI/ML products

Practice techniques for having effective conversations about trade-offs with AI engineers and researchers

This course includes

8 interactive live sessions

Lifetime access to course materials

8 in-depth lessons

Direct access to instructor

4 projects to apply learnings

Guided feedback & reflection

Private community of peers

Course certificate upon completion

Maven Satisfaction Guarantee

This course is backed by Maven’s guarantee. You can receive a full refund within 14 days after the course ends, provided you meet the completion criteria in our refund policy.

Course syllabus

Expand all modules

Week 1
May 14—May 19
Week dates are set to instructor's time zone
Events
May
14
Lecture 1: Introduction to AI/ML design patterns
Lecture 1: Introduction to AI/ML design patterns
Tue, May 14, 4:00 PM - 5:00 PM UTC
May
16
Workshop 1: Empathy mapping for the machine
Workshop 1: Empathy mapping for the machine
Thu, May 16, 4:00 PM - 5:00 PM UTC
Modules
Introduction to AI/ML design patterns
Introduction to AI/ML design patterns
2 Lessons • 1 Project
Week 2
May 20—May 26
Week dates are set to instructor's time zone
Events
May
21
Lecture 2: AI/ML UX design patterns in practice
Lecture 2: AI/ML UX design patterns in practice
Tue, May 21, 4:00 PM - 5:00 PM UTC
May
23
Workshop 2: Prototyping with roleplay
Workshop 2: Prototyping with roleplay
Thu, May 23, 4:00 PM - 5:00 PM UTC
Modules
AI/ML UX design patterns in practice
AI/ML UX design patterns in practice
2 Lessons • 1 Project
Week 3
May 27—Jun 2
Week dates are set to instructor's time zone
Events
May
28
Lecture 3: Guardrails and ethics
Lecture 3: Guardrails and ethics
Tue, May 28, 4:00 PM - 5:00 PM UTC
May
30
Workshop 3: Moral Imaginations scenario
Workshop 3: Moral Imaginations scenario
Thu, May 30, 4:00 PM - 5:00 PM UTC
Modules
AI/ML guardrails and ethics
AI/ML guardrails and ethics
2 Lessons • 1 Project
Week 4
Jun 3—Jun 6
Week dates are set to instructor's time zone
Events
Jun
4
Lecture 4: Trade-offs and other discussions with technical people
Lecture 4: Trade-offs and other discussions with technical people
Tue, Jun 4, 4:00 PM - 5:00 PM UTC
Jun
6
Workshop 4: Analogical innovation mapping
Workshop 4: Analogical innovation mapping
Thu, Jun 6, 4:00 PM - 5:00 PM UTC
Modules
Trade-offs and other discussions with technical people
Trade-offs and other discussions with technical people
1 Lesson • 1 Project
AI product specifications
AI product specifications
1 Lesson

What people are saying

Since I met Chris in 2017, I've seen his inventive AI insights firsthand. His course cuts through the noise, offering enduring wisdom. This course is your roadmap from curiosity to mastery. Act now, or risk falling behind.

Adam Thomas

Principal Approaching One

Meet your instructor

Chris Butler

AI/ML product leader

Chris Butler is a chaotic good product manager, writer, and speaker. He has product leadership and operations experience at Microsoft, Waze, KAYAK, Facebook Reality Labs, Cognizant, and Google. Today he is Staff Product Operations Manager for GitHub's AI and Productivity team.

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