Under the Hood - Hyperlocal Surveillance on Nextdoor
Explores community surveillance on Nextdoor, revealing how gentrification impacts hyperlocal social media posts and potentially exacerbates social tensions and exclusion in neighborhoods.
Navigating a Full Stack Knowledge Architecture from Database to LLM
Explore the convergence of data, language, and wisdom in Full Stack Knowledge Architecture, combining LLM power with query language precision to navigate data through innovative access patterns.
Classification of Euler Characteristic Transforms Using CNNs - 5/9/24
Explore how Euler Characteristic Transforms and CNNs can be used for shape classification, with a focus on leaf datasets. Learn about ECT-CNN pipeline, rotation equivariance, and practical applications.
Analogue Evolution, Digital Revolution - Tipping Points in Technology
Explore technological progress, digital revolution, and game-changing innovations. Understand how digitalisation has transformed society and learn to identify tipping points in tech evolution.
Data Cubes in Hand: A Design Space of Tangible Cubes for Visualizing 3D Spatio-Temporal Data in Mixed Reality
Explore tangible cubes for visualizing 3D spatio-temporal data in mixed reality. Discover innovative interaction techniques and design spaces for intuitive data exploration and visualization.
Analyzing User Engagement with TikTok's Short Format Video Recommendations
Explore user engagement on TikTok through data donations, revealing insights on daily usage, attention span, and video preferences in short-format content recommendations.
Understanding Underground Incentivized Review Services in E-commerce - CHI 2024
Uncovers sophisticated mechanisms used by fraudsters for review fraud on e-commerce platforms, including AI tools, and explores effective countermeasures through surveys with real agents and reviewers.
Physical vs. Logical Indexing with IDEA - Inverted Deduplication-Aware Index
Explores IDEA, a deduplication-aware term-index design that improves efficiency in indexing deduplicated data, reducing index size, indexing time, and lookup latency while supporting advanced functionalities.
Data Science with Julia - Hands-on Tutorial
Hands-on tutorial exploring Julia for data science, covering interactive analysis, visualization, and machine learning algorithms. Equips participants to apply Julia in their own projects.
Julia for Python Programmers
Hands-on introduction to Julia for scientific computing and data science, focusing on its efficiency and interactive capabilities for technical applications and scalable computing.
Computational Optimal Transport - A Mini Tutorial
Overview of novel approaches to compute optimal transport, blending recent techniques including convex optimization, automatic differentiation, and neural networks for large-scale approximations in high-dimensional regimes.
Debug Your Thinking - Improving Decision-Making in Software Engineering
Explore critical thinking techniques to enhance decision-making in software engineering, leading to better-balanced choices and improved solutions for users.
The Power Within Perseverance
Explore the transformative journey of harnessing inner strength and unwavering perseverance to unlock true potential, as an entrepreneur shares insights on overcoming challenges and achieving remarkable triumphs.
9 Tips for Better Technical Writing - Documentation Office Hours
Informal discussion on improving technical documentation, covering topics from simplicity and creativity to the iterative nature of writing and the importance of variety in content presentation.
Using Data Science and AI to Enhance Decision-Making
Explore how data science and AI revolutionize decision-making, with a focus on enhancing railroad safety through innovative technology. Dr. Yang Yu shares insights on lowering barriers and costs in various industries.
Unmasking Social Debt - The Silent Threat to Your Team's Success
Explore the concept of "social debt" in IT teams, its impact on productivity and code quality, and learn strategies to identify and address communication breakdowns and team dynamics issues.
Attempting to Tame the Data Beast: A BI Transition Tale
Explore the journey of modernizing a BI platform, from legacy systems to cutting-edge tools. Learn about data ingestion, dbt transformations, and Airflow orchestration, along with insights on overcoming challenges.
Navigating the Data Engineering Landscape in the Era of AI
Explore data engineering's role in AI, addressing scalability and real-time processing challenges. Learn from case studies and gain insights into future trends shaping the field's evolution.
Faster, Safer, Serverless - Empowering Apache Spark Standalone Cluster on Kubernetes
Explore a K8s-native Serverless Spark Service that enhances speed and simplicity, featuring a new K8s operator for cluster creation and job submission, with rapid responsiveness and ML training integration.
Product Market Misfit: Adventures in User Empathy
Explore user empathy in product development through a case study of Istio's Ambient mode, learning strategies for gathering honest feedback and understanding user perspectives.
From Bash Scripts to Kubeflow and GitOps - Operationalizing ML at Scale
Explore the journey of operationalizing data science workloads at scale using Kubeflow and GitOps, from initial challenges to a standardized approach for ML experiments, API creation, and batch predictions delivery.