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Course Description

This course equips students to recognize opportunities for AI-driven innovation within existing organizations. Learners develop foundational knowledge of AI systems, apply design thinking and Lean principles to real business contexts, and practice framing feasible, ethical, and high-value innovation concepts.

Learner Outcomes

  • Describe major AI technologies and their business applications.
  • Identify unmet needs or inefficiencies within an organization that could benefit from AI.
  • Apply design thinking and Lean principles to frame an innovation opportunity.
  • Communicate an innovation concept with clear value to organizational stakeholders.
  • Evaluate ethical and operational implications of proposed solutions.
     

Applies Towards the Following Certificates

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Enroll Now - Select a section to enroll in

Type
Class
Days
W
Time
2:00PM to 5:00PM
Dates
Sep 30, 2026 to Dec 09, 2026
Campus
UCSB Campus
Building
Kerr Hall
Room
Room 2140
Schedule and Location
View Details
Contact Hours
40.0
Location
Delivery Options
In Class  
Course Fee(s)
Course Fee credit (4 units) $750.00
Available for Credit
4 units
Instructors

Section Notes

Steps to Enroll

How to Access Your Online Course on Canvas

Technology Requirements:

Students must have a personal laptop computer to participate in hands-on activities, complete assignments, and access course materials.

Recommended: A modern operating system (Windows 10+, macOS 11+), reliable internet access, webcam/mic for presentations, and the ability to access browser-based tools or install software if needed.

Note: Most tools used in the program will be web-based or no-code/low-code. Any required software installations (e.g., Python, IDEs, or cloud SDKs) will be guided by instructors during class or lab sessions - no prior installation or technical setup is expected before the course begins.

Late Registrations Notice: 

Self-enrollment will be available until 11:59 PM PT the Day before the 2nd class session. If you wish to enroll after that time, please contact PaCE Support at help@professional.ucsb.edu

Required Textbook(s):
Students are required to purchase the textbook(s) assigned by the instructor. The instructor will provide details to the class before the course start date.

No refunds after 10/11/26
All drops are charged a minimum $40 non-refundable administrative fee per course. The full Drop Policy is here.

Type
Class
Days
T
Time
4:30PM to 7:50PM
Dates
Jan 05, 2027 to Mar 16, 2027
Campus
UCSB Campus
Schedule and Location
View Details
Contact Hours
40.0
Location
Delivery Options
In Class  
Course Fee(s)
Course Fee credit (4 units) $750.00
Available for Credit
4 units
Instructors

Section Notes

Steps to Enroll

How to Access Your Online Course on Canvas

Technology Requirements:

Students must have a personal laptop computer to participate in hands-on activities, complete assignments, and access course materials.

Recommended: A modern operating system (Windows 10+, macOS 11+), reliable internet access, webcam/mic for presentations, and the ability to access browser-based tools or install software if needed.

Note: Most tools used in the program will be web-based or no-code/low-code. Any required software installations (e.g., Python, IDEs, or cloud SDKs) will be guided by instructors during class or lab sessions - no prior installation or technical setup is expected before the course begins.

Late Registrations Notice: 

Self-enrollment will be available until 11:59 PM PT the Day before the 2nd class session. If you wish to enroll after that time, please contact PaCE Support at help@professional.ucsb.edu

Required Textbook(s):
Students are required to purchase the textbook(s) assigned by the instructor. The instructor will provide details to the class before the course start date.

No refunds after 1/17/27
All drops are charged a minimum $40 non-refundable administrative fee per course. The full Drop Policy is here.

Type
Class
Days
T
Time
5:00PM to 7:30PM
Dates
Mar 30, 2027 to Jun 08, 2027
Campus
UCSB Campus
Building
Kerr Hall
Room
Room 2166B
Schedule and Location
View Details
Contact Hours
40.0
Location
Delivery Options
Hybrid  
Course Fee(s)
Course Fee credit (4 units) $750.00
Available for Credit
4 units
Instructors

Section Notes

Steps to Enroll

How to Access Your Online Course on Canvas

This course includes scheduled live meetings and required asynchronous instructional activities. Students should expect additional weekly instructional time in Canvas outside of the scheduled meetings, which may include recorded lectures, interactive modules, guided discussions, case studies, knowledge checks, quizzes, or applied exercises. These required activities support the full instructional expectations for the units awarded. Additional independent coursework, such as reading, assignments, projects, studying, or exam preparation, may also be required.

Late Registration Notice: 
Self-enrollment will be available until 11:59 PM PT the Day before the 2nd class session. If you wish to enroll after that time, please contact PaCE Support at help@professional.ucsb.edu

Required Textbook(s):
Students are required to purchase the textbook(s) assigned by the instructor. The instructor will provide details to the class before the course start date.

No refunds after 4/11/27
A minimum $40 non-refundable administrative fee per course is charged for all drops. See the full Drop Policy here.

Type
Online
Days
W
Time
5:00PM to 8:00PM
Dates
Jun 23, 2027 to Sep 08, 2027
Campus
Web-based Instruction
Schedule and Location
View Details
Contact Hours
40.0
Location
  • Web-based Instruction
Delivery Options
Online Live  
Course Fee(s)
Course Fee credit (4 units) $685.00
Available for Credit
4 units
Instructors

Section Notes

Steps to Enroll

How to Access Your Online Course on Canvas

Late Registration Notice: 
Self-enrollment will be available until 11:59 PM PT the Day before the 2nd class session. If you wish to enroll after that time, please contact PaCE Support at help@professional.ucsb.edu

Required Textbook(s):
Students are required to purchase the textbook(s) assigned by the instructor. The instructor will provide details to the class before the course start date.

No refunds after 7/4/2027
A minimum $40 non-refundable administrative fee per course is charged for all drops. See the full Drop Policy here.