Quantitative Research Courses

Association for Computing Machinery (ACM)

National Research Data Infrastructure - Keynote

Explore the National Research Data Infrastructure, covering FAIR principles, consortiums, and industry collaboration in the context of open science and data management.

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

Association for Computing Machinery (ACM)

Built for Profit, Repurposed for Research - Using Advertising APIs to Collect Social Media Data

Explore innovative methods for collecting social media data using advertising APIs, focusing on Facebook's audience estimates for research in migration, poverty mapping, and digital gender gaps.

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

Association for Computing Machinery (ACM)

Semantic Scholar- Tera-Scale NLP to Accelerate Scientific Research--Daniel Weld

Explore Semantic Scholar's AI-powered tools for accelerating scientific research, including adaptive feeds, personalized alerts, and advanced summarization techniques.

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

Ryan O'Donnell

How to Do CS Theory - Lecture 1b: Research Tips for Theoretical Computer Science

Insights and tips for aspiring theoretical computer science researchers, covering research methods, paper writing, presentation skills, and essential resources in the field.

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

CAE in Cybersecurity Community

INSuRE - Information Security Research and Education

Explore the history, evolution, and future of INSuRE, a cybersecurity research and education program, including its mission, challenges, and impact on students and government agencies.

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

CAE in Cybersecurity Community

Information Security Research and Education - Susanne Wetzel and Agnes Chan

Overview of INSuRE program: mission, execution, benefits, challenges, and future aspirations in information security research and education collaboration between universities and government agencies.

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

RSA Conference

Data Breach or Disclosure - A Quantitative Risk Analysis

Explore quantitative cyber-risk analysis through real-world scenarios, debunking myths and gaining practical tools for data-driven risk management in confidentiality breaches.

• YouTube
• 49 minutes
• On-Demand
• Conference Talk

RSA Conference

Implementing a Quantitative Cyber-Risk Framework - A FinSrv Case Study

Explore TIAA's Cyber-Risk Framework: from granular assessments to business-level reporting. Learn policy, standards, quantification, and project lifecycle engagement for effective cyber risk management.

• YouTube
• 48 minutes
• On-Demand
• Conference Talk

Paul G. Allen School

Robots That Talk and Learn - Shiwali Mohan, Palo Alto Research Center

Explore interactive task learning for robots, focusing on designing collaborative human-AI systems. Discover advances in enabling robots to learn new tasks through natural interactions with humans.

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

Paul G. Allen School

Convex Optimization V - Sebastien Bubeck - Microsoft Research

Explore advanced optimization techniques with Sebastien Bubeck, covering telescopic sums, continuous time analysis, and variance reduction in convex optimization.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Paul G. Allen School

Convex Optimization IV - Sebastien Bubeck, Microsoft Research

Explore advanced concepts in convex optimization, including gradient flow, comparison techniques, and optimal algorithms with Sebastien Bubeck from Microsoft Research.

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

Paul G. Allen School

Convex Optimization III - Sebastien Bubeck - Microsoft Research

Explore advanced concepts in convex optimization, including gradient oracles, minimax principles, and efficient algorithms for solving complex optimization problems.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

Paul G. Allen School

Statistical Learning - Robert Schapire, Microsoft Research

Explore statistical learning with Robert Schapire, covering strong/weak learning, boosting, and confidence in machine learning algorithms.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Free Video

Paul G. Allen School

Statistical Learning IV - Robert Schapire, Microsoft Research

Explore statistical learning with Robert Schapire, covering expected value theorems, ghost samples, PAC learning, and finite hypothesis spaces in this comprehensive lecture.

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

Black Hat

Death by a Thousand Abstracts - How -Not- to Get Your Research into Black Hat

Discover key insights on crafting compelling research submissions for Black Hat and other industry events. Learn from common mistakes and best practices to increase your chances of being selected as a speaker.

• YouTube
• 20 minutes
• On-Demand
• Conference Talk