AI Academy

Introduction to User Experience Principles and Processes

Instructor: Mark Newman Duration: 1 hour to complete
Objective 1 Understand the fields of UX design and UX research.
Objective 2 Understand design principles and best practices and their basis in human capabilities and behavior
Objective 3 Incorporate a user-centered focus into the design process
Interaction Design
Usability Testing
Design Thinking
Human Computer Interaction
User Centered Design
Human Factors
Ideation
User Interface (UI) Design
UI/UX Research
User Experience
Prototyping

Understanding User Needs

Instructor: Kentaro Toyama Duration: 7 hours to complete
Objective 1 Understand user needs assessments and qualitative research
Objective 2 Learn an end-to-end methodology for qualitative research
Objective 3 Explore good practices for conducting semi-structured interviews, in-situ observation, and affinity walls
Research Methodologies
Qualitative Research
User Centered Design
Data Collection
Needs Assessment
Usability Testing
Interviewing Skills
Research

Evaluating Designs with Users

Instructor: Mark Newman Duration: 1 hour to complete
Objective 1 Identify different approaches to user testing and their appropriate use
Objective 2 Design and run an user test effectively
Objective 3 Analyze and report on user testing
Test Planning
Usability Testing
Test Case
Interviewing Skills
Usability
User Research
User Experience
UI/UX Research

UX Design: From Concept to Prototype

Instructor: Predrag Klasnja Duration: 6 hours to complete
Objective 1 Define and scope the design problem
Objective 2 Create user stories and storyboards to transform information about user needs into design concepts
Objective 3 Develop prototypes from elements of interactions and low-to-high fidelity mockups
Mockups
User Experience Design
Conceptual Design
Ideation
Wireframing
User Story
Interaction Design
User Interface (UI)
User Research
Prototyping
Usability Testing
Storyboarding
User Centered Design

UX Research at Scale: Surveys, Analytics, Online Testing

Instructor: Clifford Lampe , Lija Hogan Duration: Approx. 18 hours
Objective 1 Understand survey methodology from the UX perspective
Objective 2 Learn techniques to gaining UX insights from large numbers of users, including web analytics, A/B testing, and remote unmoderated studies
UI/UX Research
Sampling (Statistics)
Research Methodologies
Analytics
Research Design
Qualitative Research
Surveys
User Research
Survey Creation
Usability Testing
Data Collection
Data analysis
A/B Testing
Web Analytics and SEO
Sample Size Determination

UX (User Experience) Capstone

Instructor: Mark Newman Duration: 1 hour to complete
Objective 1 Gain experience conducting user experience research in a real-world setting
Objective 2 Design and carry out an integrated multi-phase user experience design project
Objective 3 Communicate design concepts and actionable research findings
Wireframing
Technical Communication
Requirements Analysis
Prototyping
User Centered Design
Design Research
Human Centered Design
Design
Usability Testing
User Experience Design