Data Management Courses

AI, Archaeology, and Archives - How Data Science is Helping to Reveal Past Epidemics

Exploring malaria's impact through data science, integrating archaeological, historical, and genetic datasets to reveal socio-political influences on disease spread over the last 300 years.

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

Data-Efficient AI for Accelerating MRI Acquisition

Explore physics-guided AI techniques for accelerating MRI acquisition, including unsupervised and semi-supervised approaches. Learn about a new 1.5TB dataset for evaluating MRI reconstructions with clinically-relevant metrics.

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

Health Equity Among Native Hawaiians and Other Pacific Islanders - Combating Structural Racism in Data

Explore data disaggregation and inclusion of Native Hawaiians and Pacific Islanders in medical research to combat systemic racism and address health disparities specific to these populations.

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

Gout in the Asian Population - Risk Factors, Symptoms, and Management

Explore gout's impact on Asian populations, including risk factors, symptoms, diagnosis, and management strategies. Learn about treatment options and lifestyle changes for better health outcomes.

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

Carcinoid Syndrome - Complications and Management

Explore complications and management strategies for Carcinoid Syndrome with expert insights from Dr. Emily Bergsland in this informative panel discussion.

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

Diabetes and Nutrition - Understanding Type 2 Diabetes and Dietary Management

Explore the impact of nutrition on Type 2 diabetes management, focusing on prevention and treatment strategies for all ages, with insights from medical and nutritional experts.

• YouTube
• 1 hour 24 minutes
• On-Demand
• Free Video

Management of Chronic Rhinosinusitis - Evidence-Based Updates on Medical and Surgical Approaches

Explore evidence-based updates on medical and surgical approaches to chronic rhinosinusitis, a common condition affecting millions annually in the US.

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

MedAI - Training Medical Image Segmentation Models with Less Labeled Data - Sarah Hooper

Innovative semi-supervised method for training medical image segmentation models using minimal labeled data, achieving comparable accuracy to fully supervised approaches while significantly reducing labeling requirements.

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

Rethinking Architecture Design for Data Heterogeneity in FL - Liangqiong Qu

Explores innovative architecture designs for federated learning in medical AI, focusing on Transformers to address data heterogeneity challenges and improve model performance across diverse healthcare institutions.

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

Cancer Supportive Care - Fatigue Management

Learn strategies to manage cancer-related fatigue, from ancient wisdom to evidence-based research. Discover natural ways to boost energy and focus, including sleep, diet, exercise, and mind-body techniques.

• YouTube
• 1 hour 9 minutes
• On-Demand
• Free Video

Navigating Diabetes Medication Management

Expert guidance on diabetes medication management, covering cost-saving strategies, integrating medications into daily life, and safe use of herbal supplements. Includes insights on generic vs. brand medications and continuous glucose monitors.

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

Human-Machine Symbiosis in Data Visualization

Exploring human-machine configurations for data visualization tasks, focusing on interactive analysis of event sequence data and visualization authoring through manipulable semantic components.

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

Robot Skill Acquisition: Policy Representation and Data Generation

Explore solutions for scalable, reusable, and robot-complete data in robotics, addressing challenges and hidden costs to advance robot learning beyond current limitations.

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

Human-Centered AI for Mental Health Prediction in Social Media Data

Exploring human-centered machine learning for ethical and compassionate mental health predictions on social media, combining Media Studies and Computer Science approaches.

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

How Can Privacy Exist in a Data-Driven World? - Stanford Seminar

Exploring privacy in a data-driven world through transparency tools, user studies, and artistic collaborations to reframe privacy as a societal value.

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