Data Governance and Data Lake Implementation with Delta Lake
Discover how to effectively implement Data Lake with Data Governance through Microsoft's key services, featuring real SK case studies and insights on ML Studio and Power BI integration.
Hybrid Cloud 환경의 Ops Modernization - 의미와 시사점
Explore modern operational strategies for hybrid cloud environments, focusing on infrastructure evolution, service-centric approaches, and best practices like IaC, SRE, and AIOps.
6G Global Status and SK Telecom's R&D Activities
Explore 6G technology's global standardization progress, future services, and SK Telecom's R&D initiatives through expert insights on wireless communication evolution and implementation strategies.
Vision-Language Model을 활용한 Vision Data Asset 구축 - AI 이미지 이해와 데이터 관리
Discover how SKT builds and manages 100TB of vision data assets using Vision-Language Models, standardizing fragmented data for enhanced AI services and efficient situation recognition in CCTV systems.
Generative AI and Large Language Models: From GPT-3 to ChatGPT with RLHF
Explore the latest advancements in generative AI, from CodeWhisperer to ChatGPT, while learning about prompt engineering and reinforcement learning techniques for improved human-AI interaction.
AI Job Qualifications in Industry - A Guide for 2023
Discover essential qualifications and strategies for securing high-paying AI positions across consulting, biotech, and pharmaceutical industries, with insights from real job postings and market demands.
AI Design of Molecular Machines - Understanding Proteomics and Protein Structure Prediction
Explore how AI systems like AlphaFold2 revolutionize protein folding prediction and molecular machine design, advancing precision medicine and environmental solutions.
Multi-Agent AI Systems: From Imitation Learning to Markov Game Theory
Explore advanced game theory concepts in multi-agent AI systems, covering investment strategies, cybersecurity applications, and the evolution from reinforcement learning to imitation learning frameworks.
DocETL: AI Agents for Complex Document Processing and Data Transformation
Discover how DocETL framework leverages AI agents and LLMs to transform complex document processing, featuring innovative operators and optimization techniques for enhanced data extraction and analysis.
Improving Security Outcomes with Generative AI
Discover how to leverage foundation models and generative AI to enhance security operations, reduce risks, and implement practical AI solutions for your security team.
AI Vendor Management: Addressing Risks and Compliance in Enterprise Adoption
Discover how to effectively assess and manage AI vendor risks beyond traditional compliance frameworks while building comprehensive governance programs for enterprise AI adoption.
See Yourself in Cyber - Security Teams and AI in the Cloud Era
Explore how DevOps teams can adopt security tactics and leverage AI for better cloud defense, while building diverse teams to strengthen organizational cybersecurity posture.
The Transformative Impact of AI on Security and Security on AI
Explore how AI transforms security strategies through synthetic data, agents, and RAG technologies, while learning to leverage these tools for enhanced enterprise defense and protection.
Active Perception and Long-term Understanding of Dynamic Human-Centric Scenes
Discover how robots can build actionable representations of dynamic environments, detect semantic changes, and improve their perception capabilities through real-time autonomous operation and scene prediction.
Nixiesearch - Building a Serverless Search Engine with Lucene on S3
Explore how Nixiesearch leverages Lucene over S3 to create a simplified, serverless search engine with built-in AI capabilities, including RAG and text+image embeddings for modern search solutions.
Building a GenZ Search Application with LLMs - Search and AI Integration for Student Learning
Discover how Knowunity leverages LLMs to enhance search functionality for Gen Z students, from AI-powered content summarization to intelligent question generation and knowledge graph construction.
Relevance Proof in Yelp Search - LLM-Powered Annotations
Discover how Yelp enhances search results using LLM-powered annotations, focusing on review highlights and business information to improve user experience and search relevance at scale.
Predictive NPS (pNPS) - Using Machine Learning to Generate Customer Satisfaction Scores
Discover how machine learning transforms NPS surveys into comprehensive customer satisfaction predictions, enabling proactive engagement and scaled-up business growth opportunities.
Aspects of AI and Robotic Autonomy in Military Systems - 2022
Explore the evolution of autonomous weapons systems, AI integration in military robotics, and the critical balance between technological advancement and human control in modern warfare.
Latest Techniques of Entity Matching in Natural Language Processing
Discover practical techniques for entity matching in NLP, from fundamental concepts to advanced industry practices, including solutions for handling real-world data complexities and missing attributes.
The Making of a Data Organization - Building Successful Data Teams and Value Delivery
Discover proven strategies for building successful data teams through insights from 37 projects, focusing on value delivery, operational models, and practical implementation frameworks.