Social And Emotional Learning Courses

James Evans on Social Computing and Diversity by Design

Exploring social computing's impact on scientific research, team diversity, and human-AI collaboration in the pursuit of novel insights and wisdom.

• YouTube
• 1 hour
• On-Demand
• Free Video

Ties That Bind- The Goodness of Social Networks

Explore how social networks shape behavior, revealing our motivation by social incentives over economic self-interest. Learn to predict network effectiveness through information exchange patterns.

• YouTube
• 1 hour 4 minutes
• On-Demand
• Free Video

Seminal Role of Social Networks and Cities in Pandemics, Innovation & Sustainability - Geoffrey West

Explore the role of social networks and cities in pandemics, innovation, and sustainability with Geoffrey West. Gain insights into complex adaptive systems and their impact on global challenges.

• YouTube
• 1 hour
• On-Demand
• Free Video

Scientific Machine Learning - Where Physics-based Modeling Meets Data-driven Learning

Explore the synergy of physics-based modeling and data-driven learning in scientific machine learning, addressing complex challenges in science, engineering, and medicine with interpretable and scalable solutions.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Nonlinear Dynamics of Beliefs over Social Networks

Explore how social networks, internal biases, and belief systems shape group dynamics and decision-making in complex social environments.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Stochastic Learning Dynamics and Generalization in Neural Networks

Explore stochastic learning dynamics and generalization in neural networks, uncovering key insights into their behavior and performance in various applications.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Many More is Different - Scalable Learning in Physical Systems

Exploring how large-scale systems exhibit unique properties, focusing on scalable learning approaches inspired by physics and implemented in energy-efficient physical systems.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Bigger Data About Smaller People - Studying Language Learning at Scale

Explore innovative approaches to studying language acquisition in children using large-scale data analysis and computational methods to uncover patterns in early linguistic development.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Ranking-based Social Influence Produces Lock-in

Explore how ranking systems in social media create lock-in effects, shaping user behavior and content visibility. Gain insights into the dynamics of online influence.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Images as Social Agents and Historical Ledgers in Knowledge Systems

Explore how images shape scientific knowledge, particularly in microbiology, acting as historical records and key agents in complex knowledge systems. Learn about innovative methods for studying knowledge evolution.

• YouTube
• 53 minutes
• On-Demand
• Free Video

How Social Identity Influences Social Dynamics

Explore how social identity shapes group dynamics, collective behavior, and societal interactions in this insightful presentation on the complexities of human social structures.

• YouTube
• 38 minutes
• On-Demand
• Free Video

Harnessing Social Capital to Enhance Collective Welfare

Explore how social networks and inequality impact collective welfare. Experts discuss the origins of social disparities and potential strategies to improve individual and societal well-being through data-driven insights.

• YouTube
• 1 hour 39 minutes
• On-Demand
• Free Video

Scaling Laws and Social Networks in the Time of COVID-19 - Part 1

Exploring scaling laws in biology, cities, and economies, and their implications for societal challenges like pandemics and sustainability. Insights from complex systems science for understanding human civilization.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Better Scientific Modeling for Ecological and Social Justice

Exploring how mathematical models can encode blind spots and create externalities, emphasizing the need for rigorous empiricism to achieve ecological and social justice through better scientific modeling.

• YouTube
• 40 minutes
• On-Demand
• Free Video

Fairness in Machine Learning: Tasks, Experiences, and Performance Measures

Explore fairness in machine learning, focusing on risk assessment tasks, data representation challenges, and performance measures. Learn about new findings and alternative approaches to promote equitable AI systems.

• YouTube
• 1 hour 10 minutes
• On-Demand
• Free Video