Data Management Courses

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

Lightning Research Talks - Data Futures and Funding Futures: Shifting Landscapes

Explore data futures, funding landscapes, and shifting research paradigms with four experts in this illuminating series of lightning talks from the Santa Fe Institute.

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

Lightning Research Talks: Data Futures and Funding Futures - 2016

Explore cutting-edge research on data futures, funding landscapes, and complex systems in this series of lightning talks by SFI researchers.

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

Adaptive Intervention: Healing with Data - Maximizing Treatment Efficacy

Explore adaptive interventions for chronic diseases and addiction, focusing on personalized treatment approaches that dynamically adjust based on individual responses, maximizing efficacy and minimizing over-treatment.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Better Forecasting Our Ecological Future - Taming Big Data with Big Theory

Explore how big data and theoretical frameworks can improve ecological forecasting and our understanding of complex ecosystems and their future.

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

Practice Makes Perfect - Learning from Massive Data

Explore how computers learn from massive data to perform tasks like spelling correction and translation, rivaling human capabilities through example-based learning.

• YouTube
• 1 hour 17 minutes
• Self-Paced
• Free Video

Big Data, Global Development, and Complex Systems

Explore how big data from everyday technologies can reveal human behavior patterns and societal trends, with applications in global development, health, and socioeconomic analysis.

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

Governing the Ungovernable - Nuclear Waste Management Through Consent-Based Siting

Explore the challenges of nuclear waste management through consent-based siting, focusing on environmental justice, intergenerational impacts, and future governance of radioactive materials.

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

The Question Concerning Technology, Revisited - The Dark Side of a Big Data World

Exploring the dark side of big data and its impact on democracy, privacy, and national security, with insights from Heidegger's philosophy to address ethical challenges in the digital age.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Crowdsourced Wearable Data and Citizen Science for Public Health Research

Explore the potential of crowdsourced wearable data and citizen science in advancing public health research, uncovering new insights and methodologies for population-level health monitoring.

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

Trustworthy Network Science - Measuring Instability and Reliability in Data Algorithms

Explore network science methodologies, focusing on measuring instability, data algorithms, embedding methods, and reliability metrics for robust analysis and insights.

• YouTube
• 1 hour 15 minutes
• Self-Paced
• Free Video

Bigger Data About Smaller People - Studying Language Learning at Scale

Explore innovative approaches to studying language acquisition in children using large-scale data analysis and computational methods to uncover patterns in early linguistic development.

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

Executive Briefing - Data Science and Machine Learning

11628 ratings at Udemy

Get a non-technical overview of Data Science and Machine Learning for Executives!

• Udemy
• 1 hour 58 minutes
• Self-Paced
• Paid Course

Data Storytelling and Data Visualization Mastery

11507 ratings at Udemy

Learn the crucial skills to effectively communicate, persuade, and drive decisions with data

• Udemy
• 5 hours 47 minutes
• Self-Paced
• Paid Course