Human Centered Design Courses

Ergonomics in Design

15 ratings

The course is designed to provide a basic understanding of ergonomics in design through the introduction of human anatomy, anthropometry, and modeling techniques with the aim of improving safety, productivity, comfort and health of people.

• edX
• 6 weeks, 5-6 hours/week
• Self-Paced
• Free Online Course (Audit)

How to Cultivate Creativity Using Design Thinking

Unlock your creative potential through design thinking, reframing problems and exploring innovative solutions. Learn techniques to enhance ideation, collaboration, and problem-solving in your professional endeavors.

• YouTube
• 48 minutes
• Self-Paced
• Free Online Course

Design Thinking - Training Yourself to Be More Creative

Design Thinking is a dynamic approach to problem solving, problem finding, and creating value. Learn how you can learn to creatively solve problems and use prototyping and iteration for rapid learning and improvement in this seminar.

• YouTube
• 53 minutes
• Self-Paced
• Free Online Course

Explaining Model Decisions and Fixing Them Through Human Feedback

Explore algorithms for explaining deep network decisions, building user trust, incorporating domain knowledge, learning grounded representations, and correcting unwanted biases in AI models.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

Assignment Control Plots for Causal Inference Study Design - Rocky Aikens

Explore visual tools for causal inference study design, focusing on assignment-control plots to analyze covariate distribution and improve observational and experimental studies.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

Rethinking Architecture Design for Data Heterogeneity in FL - Liangqiong Qu

Explores innovative architecture designs for federated learning in medical AI, focusing on Transformers to address data heterogeneity challenges and improve model performance across diverse healthcare institutions.

• YouTube
• 38 minutes
• Self-Paced
• Free Video

The Artful Design of Interactive AI Systems

Explore the intersection of AI, design, and human interaction in technology, focusing on creating meaningful experiences and balancing automation with human engagement.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

Stanford Seminar - Developing Design Spaces for Visualization - Tamara Munzner

Explore visualization design spaces, their creation, assessment, and application in data representation. Insights on chart combinations, data wrangling, and task abstraction for effective visual communication.

• YouTube
• 57 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Neural Networks on Chip Design from the User Perspective

We will briefly review our past effort on Deep learning Processing Unit (DPU) design on FPGA in Tsinghua and Deephi, and then talk about some features, i.e. interrupt and virtualization, we are trying to introduce into the accelerators from the user's pe…

• YouTube
• 58 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - What Comes After Design Thinking?

Explore the evolution and impact of design thinking, its benefits, and the emergence of design leadership as a transformative approach in problem-solving and innovation.

• YouTube
• 38 minutes
• Self-Paced
• Free Online Course

Human-Machine Symbiosis in Data Visualization

Exploring human-machine configurations for data visualization tasks, focusing on interactive analysis of event sequence data and visualization authoring through manipulable semantic components.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

Human-Centered AI for Mental Health Prediction in Social Media Data

Exploring human-centered machine learning for ethical and compassionate mental health predictions on social media, combining Media Studies and Computer Science approaches.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Leveraging Social Theories to Enhance Human-AI Interaction

Explores challenges in human-AI partnerships, focusing on interpretability tools' limitations and cognitive heuristics. Proposes incorporating social theories to improve decision-support systems and human-AI interaction.

• YouTube
• 55 minutes
• Self-Paced
• Free Video

The Human Factors of Formal Methods - Stanford Seminar

Exploring human-centered approaches to improve formal methods' usability in software development, addressing cognitive challenges and misconceptions to enhance adoption by non-experts.

• YouTube
• 59 minutes
• Self-Paced
• Free Video

Replication Strategies for More Robust Human Simulation - Stanford Seminar

Exploring replication strategies to enhance robustness of human behavior simulations using Large Language Models, focusing on perturbation and iteration techniques.

• YouTube
• 57 minutes
• Self-Paced
• Free Video