Health Data Analysis Courses

Deep Generative Models - Diffusion Models for Discrete Data - Lecture 18

Explore diffusion models for discrete data in this Stanford lecture, covering advanced techniques in deep generative modeling for AI applications.

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

Data Compression - Video Compression - Lecture 18

Explore video compression techniques, including motion estimation and compensation, in this Stanford lecture on advanced data compression methods for efficient multimedia storage and transmission.

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

Data Compression I - Course Introduction and Lossless Compression Basics - Lecture 1

Introduction to lossless data compression fundamentals, covering key concepts and techniques for efficient information storage and transmission.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

Data Compression I - Lecture 2: Prefix Free Codes

Explore prefix-free codes in data compression, covering theory and applications. Gain insights from Stanford experts on efficient information encoding techniques.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Video

Data Compression I - Lecture 5: Asymptotic Equipartition Property

Explore the Asymptotic Equipartition Property in data compression, a fundamental concept for understanding information theory and efficient coding techniques.

• YouTube
• 1 hour 20 minutes
• On-Demand
• Free Video

Data Compression I - Lecture 4: Huffman Codes

Explore Huffman coding, a fundamental data compression technique, in this Stanford lecture. Learn its principles, implementation, and applications in information theory.

• YouTube
• 1 hour 15 minutes
• On-Demand
• 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
• On-Demand
• Free Video

Dancing Cells - Efficient Data Structures for Combinatorial Problem Solving

Explore efficient data structures for combinatorial problem-solving with Dr. Don Knuth's lecture on "Dancing Cells," an evolution of the "Dancing Links" concept, offering improved performance in algorithmic exploration.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Free Video

Harnessing Data for Social Impact - Empowering Communities through Visualization and Social Computing

Explore innovative tools combining visualization, HCI, and AI to empower communities in addressing complex societal issues like urban planning and climate change, fostering inclusive decision-making.

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

Health Equity and Leadership for AANHPI Populations - Personal and Professional Perspectives

Explore AANHPI health disparities, progress in achieving equity, and the importance of understanding population heterogeneity. Dr. Howard Koh shares insights on documenting health outcomes and comparing them across diverse groups.

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

Fall Prevention and Modifiable Risk Factors for Older Adults - Mandarin Health Talk

探讨老年人跌倒的严重性及预防措施。介绍跌倒的风险因素、对健康和经济的影响，以及实用的预防策略，帮助老年人及其家人降低跌倒风险。

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

AI's Role in Improving Health Care Services in Our Communities

Stanford experts discuss AI initiatives in healthcare, focusing on early disease detection, preventive care, and reducing provider burnout, while addressing privacy and equity concerns.

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

AI Transforms Health Care - The Future of Medicine and Health Care

Explore AI's transformative role in healthcare, focusing on ethical implementation, data structure, and real-world applications. Learn about Stanford's innovative AI projects and their impact on patient care.

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

Artificial Intelligence - The Future of Medicine and Health Care Is Here

Explore AI's transformative impact on healthcare through Stanford Medicine's innovations, including automated transcription and augmented reality in surgery, guided by responsible AI principles.

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