Health Data Analysis Courses

Data + Art - Better Science Communication

Explore data visualization through art with Kirell Benzi, enhancing science communication. Learn innovative techniques to present complex information visually and engage audiences effectively.

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

Community Detection and Data Topology in Network Science

Exploring network science and mathematical approaches to uncover hidden structures in complex data. Discusses community detection, data topology, and applications in social networks and opinion dynamics.

• YouTube
• 1 hour 22 minutes
• Self-Paced
• Free Video

AI in Art History: Computational Analysis and Interpretation of Fine Art

Exploring AI's potential to revolutionize art history by analyzing light, shadow, and symbolic content in paintings, offering new insights into creation methods and hidden narratives.

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

Data Feminism: Surfacing Invisible Labor in Quantitative Literary Studies - Part 1

Exploring data feminism's role in digital humanities, revealing hidden historical influences and cultural significance through computational analysis of texts, challenging traditional narratives and power structures.

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

Text-Based Timeline Analysis and New Instruments for the Science of Stories

Exploring Twitter data as a telescope for observing collective human thought, revealing insights into sentiment, narrative power, and social dynamics through innovative text analysis techniques.

• YouTube
• 1 hour 30 minutes
• Self-Paced
• Free Video

Calling Bullshit: The Art of Skepticism in a Data-Driven World

Learn to navigate the tidal wave of misinformation in our data-driven world. Discover techniques for skepticism, identifying fake news, and understanding the role of networks in spreading disinformation.

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

What Is Feminist Data Science? - Incorporating Feminist Thinking into Data-Driven Research

Explore feminist data science principles and their application in humanities research, including case studies on women's invisible labor, Black activism, and innovative data visualization techniques.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

Upping Your Data Viz Game - Effective Storytelling and Visualization Techniques

Enhance data visualization skills with storytelling techniques, effective color usage, and uncertainty representation. Learn from expert insights to create impactful and informative visual presentations.

• YouTube
• 1 hour 8 minutes
• Self-Paced
• Free Video

Complexity, Privacy, and the Pandemic - Biological Mechanisms for Data Protection

Explore biological mechanisms inspiring computer algorithms to address privacy concerns during pandemics, focusing on "negative selection" for balancing data collection and privacy protection.

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

Data Art and the Future of Science Communication

Explore data art's role in science communication with Kirell Benzi. Learn how visual representation enhances understanding, bridges disciplines, and shapes the future of scientific dissemination.

• YouTube
• 1 hour 6 minutes
• Self-Paced
• Free Video

After the First Wave - Strategies for Public Health and Economic Recovery Post-COVID-19

Experts discuss strategies for public health and economic recovery post-COVID-19, exploring testing, modeling, interventions, and balancing epidemiological and economic concerns for future pandemic waves.

• YouTube
• 2 hours 12 minutes
• Self-Paced
• Free Video

Projects in Time Series Analysis - Chaos Detection with Persistent Homology and Process Monitoring

Explore chaos detection in time series using persistent homology and process monitoring techniques, with applications in complex systems analysis and data-driven decision making.

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

Science of Open Science - Large Scale Analysis of Team Performance in iGEM Competition

Explore team performance in iGEM competition through large-scale analysis, uncovering insights into open science practices and collaborative research dynamics.

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

Data, Algorithms, Justice and Fairness - Lecture 2

Exploring algorithmic fairness in justice systems: accuracy, data sources, and potential biases. Discusses AI decision-making, explainability, and societal implications of algorithms in criminal justice.

• YouTube
• 1 hour 34 minutes
• Self-Paced
• Free Video

The Theory That's Missing from Big Data - Beyond the Hype

Explore the critical gaps in big data theory and its real-world implications with experts from diverse fields, discussing future directions and challenges beyond the hype.

• YouTube
• 1 hour 26 minutes
• Self-Paced
• Free Video