Exploring Real-time Computer Vision Using ActionCable
Integrate Rails and Python for real-time computer vision analysis, combining OpenCV with ActionCable & Sidekiq to broadcast insights and create time-lapse renderings with graphs.
Learning in Situ - A Randomized Experiment in Video Streaming
Randomized trial of video-streaming algorithms reveals challenges for sophisticated schemes in real-world settings. New algorithm developed using in situ learning outperforms others.
Predicting People - A Statistical Solution
Explore public opinion polling, its challenges, and practical solutions for interpreting data in politics. Gain insights into the intersection of statistics and political analysis.
Async Non-Blocking Code Reviews
Discover strategies for efficient, conflict-free code reviews. Learn psychological insights, statistical approaches, and team etiquette to streamline the process and focus on delivering value.
Data and the Environment at Port of Rotterdam
Explore real-time data processing for environmental monitoring at Europe's largest port, combining diverse sources to create actionable insights and support sustainability goals.
Why Is My App Slow - Defining Reliability in Platform Engineering
Explore statistical approaches for detecting and measuring platform-level latency regressions in serverless environments, going beyond traditional SLOs for improved customer-centric performance tracking.
A Voice on the Phone - Mass Incarceration
Exploring the urgent need for prison reform through personal stories and statistics, highlighting injustices in the US criminal justice system and advocating for data-driven policy changes.
The Adoption of Blockchain-Based Decentralized Exchanges
Explore decentralized finance exchanges, focusing on Automated Market Makers. Learn about their market structure, pricing functions, and impact on liquidity providers and arbitrageurs through game theory and data analysis.
Interpreting the Diversity in Subjective Judgments
Explore improved methods for analyzing diverse user experience judgments, including VARCLUS clustering and its integration into ILLMO for interactive statistical analysis.
Statistical Quantification of Differential Privacy - A Local Approach
Explore a local approach to statistically quantify differential privacy, enhancing data protection and privacy in statistical analysis and machine learning.
I Know Your Filtering Policy Better than You Do
Discover techniques for bypassing email and web filtering security, including automated enumeration of services and policies, and creating undetectable client-side attacks to gain remote control of systems.
SSL, Gone in 30 Seconds - A BREACH Beyond CRIME
Unveiling new techniques to extract encrypted secrets from HTTPS channels, demonstrating a practical attack against enterprise products and discussing mitigation strategies.
How CVSS is DOSsing Your Patching Policy - and Wasting Your Money
Explore the effectiveness of CVSS as a vulnerability risk metric, analyzing its impact on patching policies and resource allocation through real-world attack data and statistical analysis.
How to Implement Crypto Poorly
Explore common pitfalls in implementing cryptography, focusing on single sign-on systems and best practices for secure authentication in web applications.
Detecting DNS Anomalies with Statistics
Explore statistical methods for detecting DNS anomalies, including letter analysis, unique queries, and outlier identification. Learn practical tools and techniques for enhancing network security.
Out of Band Authentication in Group Messaging - Computational, Statistical, Optimal
Explore secure group messaging protocols, focusing on out-of-band authentication methods to prevent man-in-the-middle attacks and enhance end-to-end encryption in multi-user settings.
It Might Look Normal but This Distribution Will Ruin Your Stats
Explore a deceptive non-normal distribution that mimics normality, its prevalence in nature, and its impact on hypothesis testing. Learn about robust statistics and their applications in data analysis.
Planning for the Worst
Explore strategies for handling production issues, from common errors to obscure failures. Learn practical tips, best practices, and code solutions to enhance system reliability and resilience.
Machine Learning on Non-Curated Data
Techniques for handling missing values and non-normalized categories in machine learning, focusing on practical solutions using scikit-learn and DirtyCat for efficient data analysis without extensive cleaning.
Understanding and Visualizing Data Using R in SQL Server
Explore data analysis using R with SQL Server. Learn to connect, validate, and visualize data through statistical methods and reporting tools. Includes sentiment analysis demo of Twitter PASS MVP Summit.
Business Intelligence Toolkit Overview - Microsoft Power BI and R
Explore data visualization with Power BI and R, focusing on cognitive psychology theory and practical applications for creating effective dashboards and analyses.