Instructor | edemvik@icloud.com

Course Modules

Module 1: Design Thinking & Human-Centered Innovation

• Mastering empathy through contextual inquiry and deep interviews.

Synthesizing insights into personas, empathy maps, and "How Might We" questions.

Integrating ethics and responsibility into innovation (Human-Centered AI, Inclusive & Circular Design).

Course Modules

Module 1: Usability & User Behavior

• Usability Evaluation Methods: Heuristic Evaluation, Usability Testing (Lab/Remote), Cognitive Walkthroughs, and Think-Aloud Protocols.

Key Usability Metrics: Learnability, Efficiency, Memorability, Error Rate, and Satisfaction (e.g., SUS Score).

Understanding User Behavior: Information Architecture (IA), Clickstream Analysis, Eye-Tracking, Mental Models, Task Completion, and Abandonment Rates.

Course Modules

Module 1: Generative AI and Large Language Models (LLMs)

• Research Focus: Architectural innovations beyond the Transformer (State Space Models, Mixture-of-Experts), mitigating hallucinations (RAG), and advancing reasoning & multi-modal capabilities.

Management Focus: Strategies for fine-tuning models for business applications, managing API and infrastructure costs, and establishing governance for safe and ethical use.

AI Research

Free but requires registration

Taught by the best

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