Building and Supporting Open Source Communities Through Metrics
Explore metrics for data-driven decisions in open source communities. Learn from real-world examples and CHAOSS Project insights to overcome challenges and track community impact effectively.
Transformers for Time Series - Is the New State of the Art Approaching?
Explore transformer architectures for time series analysis, challenges in adapting NLP models, and their application in latency prediction for Kubernetes clusters.
Demystifying Anomaly Detection in OpenSearch - Setup and Implementation
Explore OpenSearch's anomaly detection capabilities through a hands-on walkthrough of remote logging setup, using fluent-bit and creative techniques to spark ideas for larger-scale solutions.
Culture Change: Building an OSPO in a Proprietary Software Company
Insights on establishing an Open Source Program Office in a proprietary software company, addressing challenges, cultural shifts, and lessons learned from SAS's experience.
Accelerating Spark Workloads in a Mesos Environment with Alluxio
Learn how Alluxio enhances Spark and Mesos performance by providing memory-speed data access across disparate storage systems, optimizing big data processing and enabling new workloads.
How to Interpret, Motivate, and Share OSS Community Health Findings - Keynote
Explore strategies for interpreting, improving, and communicating open-source community health findings within organizations, enhancing collaboration and project success.
Lessons Learned from Big Data and AI/ML Collaboration for Giant Hogweed Eradication
Explore big data and AI/ML collaboration for invasive plant eradication, covering challenges, architecture, data flow, and lessons learned in scalable machine learning systems.
A Beginner's Guide to Open Source Metrics and Analysis
Learn essential open source metrics and analysis techniques, covering data challenges, GitHub bots, accountability, privacy, and best practices for meaningful insights.
Community Data: What to Measure and Why
Explore data science techniques for extracting meaningful insights from open source community metrics, enhancing decision-making and advocacy in the evolving landscape of community management.
Uncovering Community and Project Insights Through Data-Driven Methods
Explore data-driven methods to assess open source project health using GitHub data. Learn to create dashboards and ML models for deeper insights into software development processes.
Customized Trace Data Visualization with KernelShark - How to Write User Plugins
Learn to create custom trace data visualizations using KernelShark plugins. Explore basic concepts, visualization models, and practical examples for enhanced data analysis and interpretation.
Growing Communities - A Research-based Framework for Eliminating Barriers to Contribution
Explore a research-based framework for eliminating barriers to contribution in open source communities, focusing on internal processes, social challenges, and inclusion strategies.
Practice Problems on Finding Superkeys and Candidate Keys with Example in DBMS
Learn to identify superkeys and candidate keys in database management systems through practical examples and problem-solving techniques.
Prepping the Bar - Insights from Cleaning and Labeling a Cocktail Dataset
Explore data cleaning and labeling techniques using a cocktail dataset, gaining insights for effective data preparation in business analytics projects.
Understanding and Preventing Burnout in the Workplace
Explore the causes and impacts of burnout, analyze survey data, and discover strategies for promoting healthier outcomes in professional environments.
Covering 2020 - Lessons for Press and Pollsters from 2016 Election
Exploring media coverage and polling in 2016 elections, discussing improvements for future reporting and predictions, and examining the role of news consumers in election years.
NASA's Worldview: Creating Custom Maps and Animations with Satellite Data
Hands-on workshop teaching how to create custom maps and animations using NASA's satellite imagery to visualize environmental changes, disasters, and air quality.
Hunting for Tectonic and Climatic Signals in GPS Position Time Series
Explore techniques for detecting tectonic and climatic signals in GPS position data, enhancing understanding of Earth's dynamic processes and environmental changes.
Detecting Anomalies in the 2020 Election
Explore statistical methods for identifying irregularities in election data, focusing on the 2020 US presidential race and its unique challenges in data analysis and interpretation.
In Praise of Small Data - Statistical and Data Science
Explore the significance of small data in statistical and data science, emphasizing its role alongside big data in modern research and analysis methodologies.
Google Sheets Full Course Tutorial
Comprehensive tutorial covering Google Sheets essentials: navigation, formulas, data manipulation, charts, pivot tables, functions, collaboration, and more. Perfect for beginners and intermediate users seeking to enhance spreadsheet skills.