Social And Emotional Learning Courses

Association for Computing Machinery (ACM)

When Do People Trust Their Social Groups

Explores factors influencing trust in social groups, including group size, exclusivity, and network structure. Examines how trust impacts outcomes like friendship formation and group growth.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

Association for Computing Machinery (ACM)

A Review of User Interface Design for Interactive Machine Learning

Explores user interface design for Interactive Machine Learning, discussing challenges, solutions, and principles for effective non-expert applications in data-driven pattern recognition and development.

• YouTube
• 21 minutes
• Self-Paced
• Conference Talk

Association for Computing Machinery (ACM)

What Can AI Do for Me - Evaluating Machine Learning Interpretations in Cooperative Play

Evaluating machine learning interpretations in cooperative play, focusing on improving human performance through AI assistance in a question-answering task. Explores different interpretation methods and their impact.

• YouTube
• 20 minutes
• Self-Paced
• Conference Talk

Association for Computing Machinery (ACM)

Learning Visual Importance for Graphic Designs and Data Visualizations

Explore AI-driven models predicting visual element importance in designs and data visualizations, with applications in retargeting, thumbnailing, and interactive design tools.

• YouTube
• 20 minutes
• Self-Paced
• Conference Talk

Association for Computing Machinery (ACM)

Social Printers - A Physical Social Network for Political Debates

Explore how physical devices create pseudonymous social networks during televised political debates, encouraging viewer engagement and personal social experiences.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk

Materials Research Society

Embedding Domain Knowledge for Machine Learning of Complex Material Systems

Explore embedding domain knowledge in machine learning for complex material systems, focusing on hierarchical approaches, response surfaces, and hidden correlations in materials research.

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

Materials Research Society

Artificial Intelligence-Machine Learning in Manufacturing and Inspection - A GE Perspective

Explore GE's perspective on AI/ML in manufacturing, focusing on metal additive manufacturing, ceramic matrix composites, and microstructure quantification for improved quality assurance.

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

IEEE

Small Covers for Near-zero Sets of Polynomials and Learning Latent Variable Models

Explore techniques for parameter estimation in Gaussian mixture models and mixtures of linear regressions, focusing on dimension reduction and higher moments to overcome obstacles in learning latent variable models.

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

Deep Learning in OpenCV

Explore OpenCV's deep learning module, its architecture, and acceleration techniques for optimal performance in computer vision applications.

• YouTube
• 26 minutes
• Self-Paced
• Conference Talk

GDC

FIFA 22's Hypermotion - Full-Match Mocap Driving Machine Learning Technology

Explore FIFA 22's groundbreaking Hypermotion technology, featuring full-match motion capture and machine learning for unprecedented realism in football gameplay animations.

• YouTube
• 31 minutes
• Self-Paced
• Conference Talk

GDC

Super Powering Technical Artists Using Deep Learning

Explore generative models in game development, focusing on style transfer, neural doodling, and image translation. Learn how deep learning enhances technical artistry and animation in Unity.

• YouTube
• 32 minutes
• Self-Paced
• Conference Talk

GDC

Reinforcement Learning in Action - Creating Arena Battle AI for Blade & Soul

Discover how NCSOFT created pro-level AI agents for arena battles in Blade & Soul using reinforcement learning, addressing complexity and real-time response challenges.

• YouTube
• 30 minutes
• Self-Paced
• Conference Talk

GDC

Lessons from Duolingo - How to Make Learning Hard Things Easy

Discover strategies for making complex learning engaging and accessible, drawing insights from Duolingo's approach to balancing educational challenges with user retention.

• YouTube
• 1 hour
• Self-Paced
• Conference Talk

BSidesLV

Is This Magikarp a Gyarados? - Machine Learning for Phishing Detection

Explore machine learning techniques for detecting phishing attacks, focusing on email and website classification, data collection, and modeling strategies to enhance cybersecurity.

• YouTube
• 32 minutes
• Self-Paced
• Conference Talk

BSidesLV

The Current State of Adversarial Machine Learning

Explore adversarial machine learning's current landscape, including attack types, vulnerabilities, and defense strategies. Gain insights into visual understanding and notable research in this critical field.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk