Social And Emotional Learning Courses

Hausdorff Center for Mathematics

Justifiable Quantum Advantage for Stylized Learning Challenges

Explore quantum advantage in learning tasks, demonstrating how quantum machines can predict physical properties and model dynamics with exponentially fewer experiments than conventional methods.

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

Hausdorff Center for Mathematics

Kinetic Theory of Social Phenomena I

Explore statistical mechanics of multi-agent systems to explain distributions in human activities, focusing on skewed distributions in economics and social sciences.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Hausdorff Center for Mathematics

Large Scale Machine Learning and Convex Optimization - Lecture 1

Explore advanced stochastic optimization techniques for large-scale machine learning, including novel Newton-based algorithms and hybrid approaches that achieve improved convergence rates and efficiency.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Scale Your Machine Learning Practice and Streamline Collaboration with Azure Machine Learning

Enhance collaboration across IT, data science, and development teams with Azure Machine Learning's latest features for seamless ML lifecycle management and improved organizational efficiency.

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

Black Hat

CrowdSource - Crowd Trained Machine Learning Model for Malware Capability Detection

Innovative machine learning tool for automated malware capability detection, trained on web technical documents. Provides probabilistic and traceable output for rapid reverse engineering of active malware variants.

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

Black Hat

Defending Networks with Incomplete Information - A Machine Learning Approach

Explore machine learning techniques for network defense, focusing on automated event classification and prioritization to enhance security monitoring efficiency and effectiveness.

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

Black Hat

Predicting Susceptibility to Social Bots on Twitter

Exploring user susceptibility to social bots on Twitter through machine learning and personality analysis, with implications for targeted interactions and awareness training.

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

Black Hat

Hacking the Corporate Mind - Using Social Engineering to Improve Organizational Security Acceptance

Discover social engineering techniques to improve organizational security acceptance, bridging the gap between users and InfoSec teams for better awareness and policy adherence.

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

Black Hat

Owning the C-suite - Corporate Warfare as a Social Engineering Problem

Explore social engineering tactics in corporate espionage, focusing on vulnerabilities in executive-level security and strategies for protecting high-value targets in organizations.

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

Black Hat

Detecting 0-Days Attacks with Learning Intrusion Detection Systems

Explore cutting-edge techniques for detecting zero-day attacks using advanced learning intrusion detection systems, enhancing cybersecurity defenses against emerging threats.

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

Hack In The Box Security Conference

Evolution of Learning - What Cyber Security Training Looks Like in 2023

Explore the evolution of cybersecurity training with expert trainers discussing market changes, pandemic impact, specialized courses, and tips for career advancement in this insightful panel discussion.

• YouTube
• 1 hour 9 minutes
• Self-Paced
• Conference Talk

TED-Ed

Learning from a Barefoot Movement

Discover how Barefoot College empowers rural communities by training illiterate individuals to become skilled professionals, revolutionizing education and development in India.

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

TED-Ed

What We're Learning from 5,000 Brains

Explore how functional MRI technology is revolutionizing brain research, offering insights into human decision-making and social interactions through non-invasive brain mapping.

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

TED-Ed

Social Animal

Explore cognitive science insights on human nature, challenging individual-centric views and revealing implications for economics, politics, and self-understanding.

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

TED-Ed

Learning from Past Presidents

Historian Doris Kearns Goodwin explores leadership lessons from American presidents, sharing insights on Lincoln and Johnson, and reflects on her personal connection to history through baseball.

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