Political Barometer: Public Opinion Mining Using Tweets
Explore advanced techniques for mining public opinion from Twitter data to analyze political sentiment and create accurate political barometers in the digital age.
Data Mining: Choosing k for MinHashing - Spring 2023
Delve into advanced min hashing concepts, exploring PAC learning, Central Limit Theorem, and Chernoff-Hoeffding Inequality to optimize k-value selection for accurate Jaccard similarity estimates.
내가 왕이 될 콘텐츠인가 - 콘텐츠 흥행 예측과 AI 기반 분석
Discover how SK Broadband combines AI with domain expertise to predict content success, minimizing investment risks through objective metrics and machine learning models for entertainment content performance forecasting.
LITMUS - 위치 지능화 데이터 분석 및 교통 패턴 시스템
Discover how SK Telecom's LITMUS system analyzes mobility patterns through AI, providing detailed insights into transportation habits, commuting behaviors, and traffic patterns for solving urban challenges.
마이데이터 서비스 개선을 위한 EDA 도입기 - AWS 기반 아키텍처 구현
Discover how SK implements Event-Driven Architecture (EDA) on AWS to enhance MyData services, focusing on scalability, maintainability, and user experience improvements.
Retriever Strategies for RAG (Retrieval Augmented Generation)
Dive into effective Retriever strategies for RAG implementation in enterprise data, focusing on optimizing LLM performance and reducing hallucinations.
Predicting Automotive Part Lifespan Using Vehicle Driving Data
Discover how SK렌터카's Smartlink system leverages driving data to predict auto part lifespan and enable autonomous maintenance services, revolutionizing fleet management through innovative data analytics.
Data Mesh for Instant Query - Why Trino on Data Mesh
Discover how modern data platforms are evolving from producer-centric to consumer-centric approaches, exploring Trino's role in data mesh architecture for efficient cross-platform data analysis and instant querying.
Hybrid Cloud 기반의 Telco 망 관리 시스템 개발 - TANGO Playground
Discover how to build a Hybrid Cloud-based DevOps environment for Telco network management, enabling operators to develop and deploy applications while collecting and processing network data efficiently.
Dynamic Freight Pricing - AI-Based Real-Time Price Adjustment Strategy
Discover how T-map Mobility's AI models optimize freight pricing in real-time, balancing dispatch success rates and profitability through innovative data-driven strategies and ICT family collaboration.
SQL 엔진을 더욱 강력하게 - 비정형 데이터 분석 정상에 서다
Discover how SK Hynix transforms unstructured semiconductor equipment data into structured formats using TrinoPy+, an enhanced SQL solution that enables seamless data preprocessing, analysis, and loading with single SQL queries.
지하철 혼잡도: 실시간 데이터 수집부터 분석까지
실시간 지하철 혼잡도 서비스의 데이터 수집, 분석, 처리 과정을 탐구하며 실시간 데이터 처리 시스템의 구조와 구현 방법을 심층적으로 이해합니다.
셀프서비스 Stream Designer로 시스템 강화하기
Discover how Stream Designer platform revolutionizes real-time data processing in semiconductor manufacturing, enabling efficient DevOps and simplified data manipulation through self-service capabilities.
한 눈에 전국 방방곡곡 사람들의 움직임 파악하기 - 지오비전퍼즐 데이터 분석 서비스
Discover how SKT's GeoVision Puzzle leverages telecom big data analytics to provide precise population movement insights and API solutions for businesses across South Korea.
Building Mobility Data Platform with EMR and Airflow
Discover how to build and optimize a mobility data platform using AWS EMR and Airflow, focusing on migration strategies, cost optimization, and infrastructure automation with Terraform.
주행 데이터 인사이트를 통한 모빌리티 서비스 확장 전략
Discover how SK Rental Car leverages IoT data from SmartLink devices to extract driving patterns, safety habits, and EV battery insights, transforming mobility services through data-driven innovation.
SKADI - AI-Powered Plant Equipment Diagnostic Solution Platform
Discover how SK Energy's SKADI platform revolutionizes petrochemical plant maintenance through AI-powered diagnostics and automated problem detection for large-scale compressor systems.
Data Lineage와 Ontology를 통한 데이터의 효과적인 관리와 활용
Discover how Accu.Dlion leverages Data Lineage and Ontology for efficient data management, tracking data flow and relationships in Snowflake DataLake environments for better decision-making.
Real-time Mobile App Analytics and VoC Insights Through User Device Data Analysis
Discover how to analyze real-time mobile app crashes and user feedback using SK's mTworks, Firebase, and BigQuery to improve customer experience and retention through data-driven VoC insights.
How to Make Field Engineers Use Data Daily - A Case Study of Infrastructure Bot
Discover how SK Telecom transformed data accessibility, enabling 300+ team members to leverage daily infrastructure reports through an innovative messenger-based bot system for enhanced operational efficiency.
AutoML의 현재와 미래 - 산업 현장에서의 실제 활용 사례
Discover how AutoML technology evolved from a buzzword to an essential industrial tool, exploring its current applications and future challenges at SK Group through real-world implementation cases.