Health Data Analysis Courses

How to Analyze Research Data - Kristin Sainani

Practical guide to analyzing research data using real mental health data in athletes, with tips for improving rigor and reproducibility in research.

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

Diet, Genes and Your Health - Unlock Genetic Potential with Science of Epigenetics

Explore epigenetics and its impact on health with Dr. Lucia Aronica. Learn how to leverage this emerging science to unlock your genetic potential and improve overall well-being.

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

Nanosecond-Level Clock Synchronization in a Data Center

Explore nanosecond-level clock synchronization in data centers using Huygens algorithm, which achieves precision without special hardware through advanced networking and machine learning techniques.

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

Project Risk Analysis Live Information Session

Explore project risk analysis using interactive simulations and stochastic libraries. Learn cutting-edge methods applicable across industries, balancing theory with practical tools for effective risk assessment and management.

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

Graph Analysis of Russian Twitter Trolls Using Neo4j

Explore graph analysis of Russian Twitter trolls using Neo4j. Learn about data collection, NLP, graph algorithms, and visualization techniques to uncover social media influence patterns.

• YouTube
• 1 hour 11 minutes
• Self-Paced
• Free Video

Big Data, Big Impact - Preventing Drug Interactions, Understanding Behavior, and Climate Change

Stanford professors explore data-driven solutions for drug interactions, human behavior, and climate change, showcasing innovative applications of big data in engineering and science.

• YouTube
• 1 hour 21 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

Curation and Analysis of Annotated Medical Images Across Institutions - Xiaoyuan Guo

Explore techniques for curating and analyzing annotated medical images across institutions, focusing on data sharing challenges, anomaly detection, and OOD-aware image retrieval for improved dataset quality and future analysis.

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

Using Data for Increased Realism with Haptic Modeling and Devices

Explore innovative haptic modeling techniques using data-driven approaches for enhanced realism in touch-based interactions and social touch applications.

• YouTube
• 56 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Theories of Inference for Visual Analysis

Explore theories of visual inference, including uncertainty visualization, effect size judgments, and Bayesian cognition. Learn how visualizations support causal inference and model checks in data analysis.

• YouTube
• 1 hour
• Self-Paced
• Free Online Course

Data Overload - Making Sense of Statistics in the News, Kristin Sainani

Learn to critically analyze statistics in news, understand risk communication, and navigate common pitfalls in data interpretation with Stanford professor Kristin Sainani's insightful webinar.

• YouTube
• 58 minutes
• Self-Paced
• Free Online Course

Stanford Seminar - Towards Theories of Single-Trial High Dimensional Neural Data Analysis

Explore high-dimensional neural data analysis, focusing on single-trial theories, task complexity, and latent state recovery. Gain insights into advanced neuroscience concepts and methodologies.

• YouTube
• 1 hour 16 minutes
• Self-Paced
• Free Online Course

Building a Culture of Health Equity Monthly Lecture Series: Adverse Childhood Communication Experiences: Addressing Deaf Health Disparities through Prevention, Early Detection, and Intervention (RECORDING)

Explore the impact of adverse childhood communication experiences on deaf health, focusing on prevention and intervention strategies to reduce long-term health disparities.

• Independent
• Self-Paced
• Free Online Course