Human Behavior Courses

ACM SIGPLAN

In-Order Execution Nails Every Weak Memory Behavior

Explore in-order execution's comprehensive coverage of weak memory behaviors, unveiling its significance in modern computing systems.

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

Toronto Machine Learning Series (TMLS)

Human-Machine Collaboration Approach to Deep Learning Development

Explore human-machine collaboration in deep learning development with insights from AI expert Alexander Wong on computational imaging and computer vision.

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

Toronto Machine Learning Series (TMLS)

Combatting Human Trafficking with Anomaly Detection - Part 1

Explore anomaly detection techniques to combat human trafficking through financial data analysis. Learn to leverage transaction patterns and industry indicators for effective detection.

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

Toronto Machine Learning Series (TMLS)

A Human-Centered Design Approach to AI and ML

Explore a human-centered design approach to AI and ML, gaining practical tools and frameworks for building innovative, disruptive digital products and services.

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

Toronto Machine Learning Series (TMLS)

AI Augmentation in Finance - An Interplay Between Human and Machine

Explore AI augmentation in finance, enabling decision-makers to extract key insights from complex data for effective decision-making and trend identification.

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

Toronto Machine Learning Series (TMLS)

Algorithmic Bias in Human Resources: Responsible AI and Business Strategy

Explore algorithmic bias in HR, responsible AI, and business strategy. Unpack root causes, identify symptoms, and develop strategies for responsible HR algorithms and AI projects.

• YouTube
• 1 hour 28 minutes
• On-Demand
• Free Video

Toronto Machine Learning Series (TMLS)

Unsolved Problems in Human-in-the-Loop Machine Learning

Explore unsolved problems in human-in-the-loop machine learning, including uncertainty interpretation, transfer learning, and annotation quality control. Gain insights from an expert in AI and ML.

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

Toronto Machine Learning Series (TMLS)

Explainable Machine Learning in Finance - When Machines Surpass Human Intelligence

Explore causal and counterfactual explainability in AI/ML models for finance, addressing challenges when machines surpass human intelligence in complex, high-risk applications.

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

Toronto Machine Learning Series (TMLS)

Human Interpretable Machine Learning for Smart Water Management

Explore human interpretable machine learning for smart water management, addressing challenges in aging infrastructure, urbanization, and climate change through AI-driven solutions.

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

USC Information Sciences Institute

Human-AI Interaction: From Supporting Surgical Training to Inspecting Social Bias in LLMs

Explore AI applications in surgical education and social bias detection. Learn about multimodal deep-learning for surgical feedback analysis and a framework for inspecting stereotypes in generative AI.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

USC Information Sciences Institute

Understanding LLMs through Generative Behavior, Successes and Shortcomings

Explore LLM generative behavior, successes, and shortcomings. Gain insights into model design, inference algorithms, and performance across diverse tasks requiring varied knowledge and capabilities.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

USC Information Sciences Institute

Designing and Evaluating Language Models for Human Interaction

Explore language model design and evaluation for human interaction, covering text infilling, collaborative writing analysis, and a new framework for assessing human-AI language interaction.

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

USC Information Sciences Institute

The Computational Gauntlet of Human-Like Learning

Explore AI systems that mimic human-like learning in mathematics and driving. Discover characteristics of human behavior that challenge traditional machine learning approaches and offer new paths to expertise acquisition.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

USC Information Sciences Institute

Human-Building Integration for Health, Wellbeing, and Work Productivity

Explore innovative bio-sensing controls for buildings that adapt to individual physiological responses, enhancing comfort, health, and energy efficiency in various environments.

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

USC Information Sciences Institute

Pragmatic Interpretability - A Human-AI Cooperation Approach

Explore pragmatic interpretability in machine learning, focusing on human-AI cooperation, selective explanations, and incorporating human intuition to enhance decision-making and model understanding.

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