RAG vs PEFT - Comparing LLM Domain Adaptation Methods
Delve into LLM 도메인 적용을 위한 RAG와 PEFT 방식의 비교 분석과 SK브로드밴드의 실제 구현 사례를 통한 AWS 환경 구축 및 모델 개발 노하우
On-Premise Kubernetes and Airflow ETL Platform (Haflow) - Introduction and Implementation
Discover SK하이닉스의 클라우드 네이티브 ETL 플랫폼 Haflow의 구축 사례와 아키텍처를 통해 기존 ETL 솔루션의 한계 극복 방안과 리소스 최적화 전략을 파악하세요.
Databricks Distributed File System (DBFS) vs Local Files on Spark Cluster Driver Node
Understand the key differences between Databricks File System (DBFS) and local driver node storage, exploring distributed storage capabilities and FUSE mount implementation for cloud data access.
Beyond AI Vector Database - Neural Search Implementation with GPT-4 and ChatGPT
Discover how to build a cost-effective neural search system using tokenizers, embedders, and similarity calculations as an alternative to Azure Cognitive Search for domain-specific AI applications.
Legal Implications of Purchasing AI Products - A Thought Experiment
Explore potential legal implications and liabilities when purchasing AI products through a thought experiment designed for IT professionals, researchers, and data scientists.
FrugalGPT: Reducing Costs and Improving Performance with LLM Cascades
Discover how to optimize LLM costs and performance through FrugalGPT's innovative approach using prompt adaptation, caching solutions, and multi-model cascades for efficient AI implementation.
Securing AI Workflows - Top 5 Actions for Organizations
Discover essential security controls for AI workflows, focusing on practical threat mitigation strategies and real-world implementation based on Google's SAIF framework.
WIPO's Work on AI, Video Games, and Intellectual Property
Explore the intersection of AI and gaming through WIPO's perspective, examining intellectual property challenges and solutions in this rapidly evolving technological landscape.
Insurtech - From Papers to Metaverse: Transforming Insurance Through Digital Innovation
Explore how LAQO revolutionizes insurance through technology, from customizable vehicle and travel coverage to innovative metaverse integration for enhanced customer engagement.
Gamification in Oil and Gas Industry Training Through Virtual Reality
Discover how virtual reality transforms oil industry training through an innovative gaming approach, making complex geological concepts accessible while enhancing collaborative exploration and data analysis.
AI-Powered Noise Suppression in JavaScript - Real-time Neural Networks
Discover how to implement AI-powered noise suppression in real-time communication platforms using JavaScript, focusing on client-side integration and RNNoise neural network implementation.
Similarity Search - Taking Your Search Engine to the Next Level
Dive into advanced similarity search techniques and AWS services for enhancing search engine capabilities, understanding observability, monitoring, and telemetry implementation.
Creating Interactive Data Science MVP Demos Without Frontend Development
Master the art of creating interactive data science demos without frontend skills, from Jupyter notebooks to cloud-hosted MVPs that enable stakeholder feedback and testing before customer deployment.
Use Case in Demand Forecasting at Fortenova Group DataLab
Discover how DataLab implements demand forecasting at Konzum and Mercator, from cloud data migration to modeling and industrialization, while exploring the evolution of this data analytics center of excellence.
Smart Approach in Development and Deployment Process for ML Models
Discover efficient strategies for ML model development, focusing on smart data mart creation, preprocessing techniques, and streamlined deployment processes using Python/PySpark.
Optimizing Cloud Costs with Machine Learning - A CloudVane Story
Discover how machine learning powers CloudVane's innovative solution for forecasting cloud costs, detecting spending anomalies, and providing optimization recommendations for better cloud resource management.
Innovation Enabling for Bosch eBikes - Cloud Migration Journey
Discover key insights into cloud environment selection for scalable and secure systems, featuring Bosch eBikes' migration journey and practical decision-making strategies.
From Ethics to Law in the Metaverse - Recommender Systems as Common Good
Explore the ethical and legal implications of recommender systems in the metaverse, examining their role as a public resource and their impact on digital society.
REDLake Azure - Enterprise Data Lake and Business Satellites
Explore Bosch's REDLake Azure enterprise data repository system, focusing on data collection, storage, refinement, and analysis using Azure Synapse Analytics and Power BI for global accessibility.
Connecting the Dots: Graph Analytics for Economic Sustainability
Discover how graph analytics drives economic sustainability through pattern recognition, data connections, and risk reduction strategies for more efficient and cost-effective business operations.
AI-Enhanced Demand Forecasting and Supply Chain Planning Platform
Discover how AI and GPT transform supply chain optimization through advanced demand forecasting, inventory management, and user-friendly chatbot integration for improved decision-making.