YouTube Courses

Good Boss, Bad Boss - A Peek Inside the Minds of the Best and Worst

Explore the traits of effective and ineffective leaders, learning strategies to become a better boss or manage difficult superiors through research-backed insights and real-world examples.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Entrepreneurship in Asian High-Tech Industries

Explore patterns and challenges of entrepreneurship in Asia's high-tech sector through this Stanford lecture series, offering insights into regional business dynamics.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Taking Healthcare ERM to the Next Level - Strategic Decisions and Risk Management Program

Explore strategic healthcare risk management, integrating downside risk mitigation with value creation opportunities for organizational prosperity and improved patient outcomes.

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

Global Product Design

Explore models and challenges in designing products for a global landscape, focusing on cultural considerations and strategies for international success.

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

The Growing Threat and Impact of Web-Based Malware - Stanford Computer Security

Explore web-based malware threats, their impact, and strategies for prevention, detection, and mitigation in this informative webinar by cybersecurity expert Neil Daswani.

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

Data Mining - The Tool of the Information Age

Explore, analyze, and leverage data sets of any scale with guidance from Google's Search Scientist in this informative webinar on data mining techniques and applications.

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

How to Earn the Trust of a Stakeholder

Explore strategies for building trust and commitment with stakeholders, crucial for project and organizational success. Learn practical tools and techniques to enhance stakeholder relationships.

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

Design Thinking and Peak Performance - Stanford Innovation Masters Series

Discover strategies to bridge generational gaps and leverage millennial insights for innovation, enhancing product development and service offerings across industries.

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

Opioid Use Disorder Prediction Using AI and Existing Risk Models

Comparative study on AI models for predicting opioid use disorder, showcasing superior performance of transformer-based AI over existing clinical tools and other machine learning approaches.

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

Denoising Diffusion Models for Denoising Diffusion MRI - Tiange Xiang

Explore innovative self-supervised denoising techniques for diffusion MRI using denoising diffusion models. Learn about a three-stage framework integrating statistic-based theory for improved medical imaging quality.

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

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

Fairness in Representation Learning - Natalie Dullerud

Explore fairness in deep metric learning, evaluating bias in representations and its impact on minority subgroups. Learn about a novel approach to mitigate bias and improve fairness in machine learning models.

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

Real-Time Seizure Detection Using EEG - Hyewon Jeong

Comprehensive comparison of state-of-art models for real-time seizure detection using EEG, evaluating performance metrics and exploring optimal feature extractors for practical clinical applications.

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

Actionable Machine Learning for Tackling Distribution Shift - Huaxiu Yao

Explore techniques for building robust machine learning models that can handle distribution shifts, including subpopulation and domain shifts, and adapt to new test distributions with minimal labeled data.

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

Generative Models With Domain Knowledge for Weakly Supervised Clustering

Explore deep generative models for weakly supervised clustering, incorporating domain knowledge and survival data to guide algorithms towards medically meaningful findings in biomedical datasets.

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