Intro to Big Data, Data Science & Predictive Analytics
Explore the diverse world of big data, data science, and predictive analytics. Gain insights into subfields, real-world applications, and the components of a big data pipeline across various industries.
Know Thy Operator: Behavior-Based Event Detection in Industrial Facilities
Explore industrial process data analysis, machine learning for variability tracing, and behavior-based event detection in facilities. Learn about cluster tuning algorithms and operator response characterization.
Tableau Business Intelligence - Intermediate Techniques and Dashboard Design
Elevate your Tableau skills with advanced techniques for creating insightful dashboards. Learn to analyze data, visualize trends, and apply cluster analysis to real-world business scenarios.
Excel Pivot Tables Tutorial - From Basics to Advanced Techniques
Master Excel Pivot Tables: Analyze complex data, create insightful charts, and leverage advanced features like Power Pivot and DAX expressions for powerful data manipulation and visualization.
Excel Advanced Tutorial - From Named Ranges to VBA
Master advanced Excel techniques: named ranges, XLOOKUP, database functions, macros, and VBA coding. Enhance data analysis, automate tasks, and create efficient spreadsheets for improved productivity.
Learning and Exploiting Statistical Dependencies in Networks - 2007
Explore statistical dependencies in networks, focusing on learning joint distributions, network navigation, and structure indexing. Discover applications in web mining, bioinformatics, and fraud detection.
Learning and Mining in Large-Scale Time Series Data - 2015
Explore machine learning approaches for analyzing large-scale time series and spatio-temporal data, with applications in healthcare and climate modeling.
Inductive Databases and Knowledge Scouts
Explore intelligent agents for automated knowledge discovery in databases using KGL-1 scripts. Learn about association rules, graphs, and real-world applications in medical and youth behavior data mining.
Visual Data Analytics - A Short Tutorial
Explore visual data analytics techniques for large datasets, bridging data mining and HCI to solve real-world problems with scalable interactive tools.
Introduction to Data Mining for Healthcare Domain
Discover how data mining transforms healthcare through accessible tools and techniques, focusing on diagnosis, therapy discovery, and medical research - no programming experience needed.
Local Graph Clustering with Noisy Labels
Explore techniques for local graph clustering with noisy labels, focusing on applications in complex networks and data analysis.
Understanding the Human Genome: Data Mining in the World of DNA
Explore state-of-the-art human genomics research and how machine learning mines information from publications to link genes, mutations, and diseases using VarSome's bioinformatics solutions.
The Role of Computer Science in Computer Science Education
Exploring computer science's role in CS education, addressing challenges and opportunities in curriculum design, language development, and accessibility for diverse learners.
Building a Cloud Platform Using Netflix OSS - How Riot Games Leveraged the Technology
Leveraging Netflix OSS tools to build a global game platform: adaptations, extensions, and integration with Java libraries for robust cloud-ready services and infrastructure.
Data Analysis of Amazon Reviews - Data Mining
Learn to scrape and analyze Amazon reviews using Python, covering web scraping techniques, data preprocessing, and visualization for valuable e-commerce insights.
MUD - Large-Scale and Noise-Filtered UI Dataset for Modern Style UI Modeling
Introduces MUD, a large-scale UI dataset created using LLMs for app exploration and noise filtering, showcasing its effectiveness in UI modeling tasks like element detection and retrieval.
MineXR - Mining Personalized Extended Reality Interfaces
Explore MineXR, a workflow for collecting and analyzing personalized XR interface data, enabling insights into user preferences and behavior for effective XR design.
Accessibility Day - Exploring Cutting-Edge Tech for Inclusivity
Explore cutting-edge tech for inclusivity. Learn from experts how to prevent accessibility issues, balance creativity with accessibility, implement accessibility in headless systems, and leverage data mining for accessibility.
GitDigger: Creating Useful Wordlists from Public GitHub Repositories
Explore gitDigger: Create effective wordlists from GitHub repos for security testing. Learn techniques for mining, parsing, and leveraging public code repositories.
Disentangling ID and Modality Effects for Session-based Recommendation
Explore advanced techniques for disentangling identity and modality effects in session-based recommendation systems, focusing on long-term user behavior analysis and pattern recognition.
Mutual Information-based Preference Disentangling and Transferring for Cross-Domain Recommendations
Explore mutual information-based techniques for disentangling and transferring user preferences across multiple non-overlapping domains in recommendation systems.