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How Far We Can Go with GenAI as an Information Extraction Tool

Ontotext

Generative AI (GenAI) models, such as GPT-4, offer a promising solution, potentially reducing the dependency on labor-intensive annotation. 70b-Instruct (via databricks), against state-of-the-art (SOTA) NER models like BioLinkBERT (trained on BioRED) and BERT (trained on AIDA). We benchmarked GPT-4o 3 and Llama-3.1-70b-Instruct

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Deciphering The Seldom Discussed Differences Between Data Mining and Data Science

Smart Data Collective

Then artificial intelligence advances became more widely used, which made it possible to include optimization and informatics in analysis methods. Previously, such problems were dealt with by specialists in mathematics and statistics. Data Mining Techniques and Data Visualization. Data Mining is an important research process.

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How Zurich Insurance Group built a log management solution on AWS

AWS Big Data

The new approach would need to offer the flexibility to integrate new technologies such as machine learning (ML), scalability to handle long-term retention at forecasted growth levels, and provide options for cost optimization. Eventually, this data could be used to train ML models to support better anomaly detection.

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Belcorp reimagines R&D with AI

CIO Business Intelligence

Belcorp operates under a direct sales model in 14 countries. The second stage focused on building algorithms and models to predict and simulate intricate biological conditions, accelerate discoveries, reduce risks, and optimize the cost-benefit ratio of technological developments using AI solutions.

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Top500: The Supercomputers Advancing Cyber Security, Renewable Energy, and Black Hole Research

CIO Business Intelligence

The system, which develops in-depth 3D subsoil models to see up to 15 kilometers underground, led to the discovery of Zohr , the largest known natural gas field in the Mediterranean. For optimizing existing resources, Eni uses HPC5 to model, study, and ultimately improve refinement operations. .

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Top 10 Key Features of BI Tools in 2020

FineReport

Good BI tools can achieve platform security, manage platform users, monitor access and usage, optimize performance, support operation in different operating systems, and ensure system’s high availability and disaster recovery. Management, security and architecture of the BI platform. Self-service data preparation.

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Achieve competitive advantage in precision medicine with IBM and Amazon Omics

IBM Big Data Hub

Processing terabytes or even petabytes of increasing complex omics data generated by NGS platforms has necessitated development of omics informatics. Most individual omics informatics tools and algorithms focus on solving a specific problem, which is usually part of a large project. clinical) using a range of machine learning models.