Health Data Analysis Courses

Health Equity, Menstruation, and the Curse of Silence

Exploring cycles of inequity in healthcare access, focusing on menstruation and its impact on sanitation. Discusses breaking the silence to promote health equity and accessible care for all.

• YouTube
• 14 minutes
• Self-Paced
• Conference Talk

Decolonizing Global Health and Drug Policy

Exploring the colonial roots of global health systems and advocating for equity, inclusion, and decolonization to address healthcare inequalities and racism worldwide.

• YouTube
• 19 minutes
• Self-Paced
• Conference Talk

Could Your Phone Help Predict Your Mental Health?

Explore how AI and smartphones can revolutionize mental health prediction and support through innovative applications of context-aware computing and machine learning.

• YouTube
• 17 minutes
• Self-Paced
• Conference Talk

International Centre for Theoretical Sciences

ALSEP Program and Analysis of the Apollo Seismic Data by Yosio Nakamura

Explore Apollo's seismic experiments on the Moon, analyzing data to understand lunar structure and seismology. Gain insights into pioneering lunar geophysics research.

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

Applied Algebraic Topology Network

Data Analysis with Merge Trees

Explore merge trees as topological summaries in data analysis, including their advantages over persistence diagrams, computational challenges, and applications in functional data and medical imaging.

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

Part Time Larry

OpenAI and Llama Index - Financial News Analysis

Learn to analyze financial news using OpenAI and Llama Index. Build a system to fetch, index, and query news data, with a focus on practical implementation and code walkthrough.

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

Open Data Science

Data Science Against COVID-19 - Nuria Oliver, PhD

Explore how data science combats COVID-19 through mobility models, epidemiological predictions, and large-scale surveys. Learn key technical skills and insights from Dr. Nuria Oliver's multidisciplinary team of volunteer scientists.

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

Black Hat

AEPIC Leak - Architecturally Leaking Uninitialized Data from the Microarchitecture

Systematic analysis of CPU vulnerabilities, exploring root causes and connections between transient-execution attacks and architectural vulnerabilities. Identifies blank spots in CPU security research.

• YouTube
• 22 minutes
• Self-Paced
• Conference Talk

Black Hat

A Dirty Little History - Bypassing Spectre Hardware Defenses to Leak Kernel Data

Explore advanced Spectre attack techniques, focusing on Branch Target Injection and its ability to bypass hardware defenses, with insights on reverse engineering and practical demonstrations.

• YouTube
• 33 minutes
• Self-Paced
• Conference Talk

Black Hat

All Your GNN Models and Data Belong to Me

Explore vulnerabilities in Graph Neural Networks, including data extraction and model inversion attacks, with insights on protecting proprietary data and models in real-world applications.

• YouTube
• 36 minutes
• Self-Paced
• Conference Talk

Black Hat

To Flexibly Tame Kernel Execution With Onsite Analysis

Explore OASIS, a framework for dynamic kernel analysis, enabling flexible control and data collection from kernel threads for various applications like memory introspection and malware testing.

• YouTube
• 26 minutes
• Self-Paced
• Conference Talk

Black Hat

Bug Hunters Dump User Data - Can They Keep It? Well They're Keeping It Anyway

Explores legal and ethical implications of security researchers handling sensitive user data during bug bounty disclosures, examining responsibilities and potential consequences for all parties involved.

• YouTube
• 37 minutes
• Self-Paced
• Conference Talk

Black Hat

Do You Speak My Language? Make Static Analysis Engines Understand Each Other

Explore a novel framework for cross-language taint-flow analysis, enabling detection of critical security vulnerabilities across multiple codebases and programming languages.

• YouTube
• 38 minutes
• Self-Paced
• Conference Talk

Black Hat

Government-Mandated Front Doors - A Global Assessment of Legalized Government Access to Data

Explore global trends in government-mandated data access, examining policies, tactics, and implications for privacy and intellectual property across various countries and regions.

• YouTube
• 26 minutes
• Self-Paced
• Conference Talk

Black Hat

An Offensive Approach to Analyzing Huge and Complex Big Data Infrastructures

Explore attack vectors in Big Data stack layers: ingestion, storage, processing, and access. Learn methodologies to identify vulnerabilities in complex infrastructures handling massive data volumes.

• YouTube
• 43 minutes
• Self-Paced
• Conference Talk