Health Data Analysis Courses

Stanford EE274: Data Compression - Beyond IID Distributions: Conditional Entropy - Lecture 8

Explore conditional entropy and advanced data compression techniques beyond IID distributions in this Stanford lecture, enhancing understanding of complex information theory concepts.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Video

Arithmetic Coding - Stanford EE274 Data Compression I Lecture 6

Explore arithmetic coding in data compression, covering theory and applications. Learn from Stanford experts about this advanced technique for efficient information encoding.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• Free Video

Asymmetric Numeral Systems (ANS) - Data Compression Lecture 7

Explore Asymmetric Numeral Systems (ANS), an advanced data compression technique, in this Stanford lecture. Gain insights into its principles, applications, and advantages in modern compression algorithms.

• YouTube
• 1 hour 20 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video

Is a Calorie a Calorie? The Impact of Processed Food on Health and Weight

Explore the impact of different food sources on health and weight with experts discussing the complexities of nutrition, processed foods, and the "calorie is a calorie" debate.

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

Life After Cancer - Managing Your Dental Health

Learn essential oral hygiene practices for post-cancer care, addressing potential dental issues and their impact on overall health after treatment.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Sugar and Health - The Sweet, the Sour, and the Sticky

Explore sugar's role in our diet, its health impacts, and related controversies with expert insights from a registered dietitian.

• YouTube
• 1 hour 32 minutes
• Self-Paced
• Free Video

In Sickness As In Health - Helping Couples Cope with the Complexities of Illness

Strategies for couples facing illness: teamwork, engaging strengths, and utilizing resources. Explores the impact on relationships and the importance of including partners in treatment.

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

Gastric Cancer - Achieving Health Equity Among Asian Americans

Explore the critical health disparity of gastric cancer in Asian American communities, examining risk factors, treatment outcomes, and innovative approaches to achieve equitable healthcare delivery.

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

Breast Health in Relation to Nutrition and Physical Activity

Explore the connection between breast health, nutrition, and physical activity, learning strategies to reduce breast cancer risk through sustainable lifestyle modifications.

• YouTube
• 1 hour 18 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video

Kidney Health Post-Transplant for Lung and Heart-Lung Transplant Recipients

Explore kidney health post-transplant with expert insights from a Stanford nephrologist and a patient's perspective, offering valuable information for transplant recipients and their families.

• YouTube
• 1 hour 29 minutes
• Self-Paced
• Free Video

Heart Transplant 2023 Virtual Symposium - Stanford Health Care

Annual symposium providing updates on heart transplantation, featuring expert talks on medical advancements, patient experiences, and the gut microbiome's role in health. Offers valuable insights for recipients and caregivers.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Heart Transplant 2023 Virtual Symposium - Stanford Health Care

Annual symposium providing updates on heart transplantation, featuring expert talks on medical advancements, patient experiences, diet-gut microbiome connection, and physical therapy for transplant recipients.

• YouTube
• 1 hour 37 minutes
• Self-Paced
• 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
• Self-Paced
• Free Video