Dataiku

OCTOBER 15, 2024

The rapid advancement of large language models (LLMs) presents an unprecedented opportunity to transform how we build and deploy AI-powered applications across the enterprise. CIOs and IT leaders are constantly seeking ways to leverage cutting-edge technologies to drive innovation and efficiency in their organizations.

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Enterprise Modeling Technology IT 52

Cloudera

APRIL 1, 2024

Cloudera’s quick starter AI projects called AMPs package the code, models, datasets, and configurations required to deploy a new ML project, accelerating the speed of deploying new LLM use cases by 50%. Adopt Data Mesh to Power the New Wave of AI Data is evolving from a valuable asset to being treated as a product.

Unstructured Data 105

Unstructured Data Cost-Benefit Metadata Machine Learning 105

Dataiku

FEBRUARY 9, 2024

With the explosion of Generative AI and Large Language Model (LLM) usage rapidly transforming the landscape of AI, so too has emerged increased scrutiny over how these models handle sensitive data.

Modeling 59

Modeling 59

Ontotext

DECEMBER 1, 2023

So, KGF 2023 proved to be a breath of fresh air for anyone interested in topics like data mesh and data fabric , knowledge graphs, text analysis , large language model (LLM) integrations, retrieval augmented generation (RAG), chatbots, semantic data integration , and ontology building. Another term Sumit introduced was datastrophy.

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Metadata Sales Machine Learning Consulting 78

CIO Business Intelligence

MARCH 18, 2024

Herzig notes that SAP has a large ecosystem of partners and various LLM providers, with new LLMs popping up seemingly every day. “We He explained that while out-of-the-box LLMs can produce ABAP code that would’ve been acceptable in the 1990s, it doesn’t mesh with the modern design principles for ABAP Cloud.

Digital Transformation 118

Digital Transformation Optimization Data Science Modeling 118

Dataiku

APRIL 15, 2024

This article was written by our friends at TitanML. TitanML’s Takeoff powers secure, scalable Generative AI solutions for text, image, and audio applications for leading enterprises, enabling rapid deployment from demo to production.

Enterprise 52

Enterprise 52

Dataiku

JULY 5, 2024

Trust Builders From transparency and consistency to ethical considerations, let's explore how Dataiku's LLM Mesh can help you deploy GenAI that users can confidently depend on.

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AWS Big Data

APRIL 2, 2024

As data proliferates across the data mesh, these challenges only intensify, often resulting in under-utilization of their data. The generated descriptions are composed from LLM-produced outputs for table description, column description, and use cases, generated in a sequential order.

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Metadata Metrics Data-driven Contextual Data 110

Ontotext

DECEMBER 15, 2023

A newer repo is PaddlePaddle/PaddleNLP that has topics: nlp search-engine compression sentiment-analysis transformers information-extraction question-answering llama pretrained-models embedding bert semantic-analysis distributed-training ernie neural-search uie document-intelligence paddlenlp llm. By exploring the topic llm , we find 3.6k

Machine Learning 69

Machine Learning Deep Learning Interactive Statistics 69

AWS Big Data

NOVEMBER 29, 2023

Customers are using data sharing to modernize their analytics architectures from monolithic architectures to multi-cluster, data mesh deployments that enable seamless and secure access across organizations to drive data collaboration and powerful insights.

Data Warehouse 130

Data Warehouse Analytics Data Lake Machine Learning 130

Ontotext

JANUARY 10, 2024

This is the data mesh paradigm that helps them improve both the usability and the quality of their key data assets. It also needs LLM and vector database integration to properly interact with various AI tools and models. In order to integrate structured data, enterprises need to implement the data fabric pattern.

Metadata 72

Metadata Slice and Dice Data Integration Enterprise 72

CIO Business Intelligence

FEBRUARY 19, 2025

AI , . , . (agentic mesh) . , ERP, HCM, , , . AI . , , , , API . , LLM , . , 10 , , CRM . , , , . , . (Shiny Object Syndrome, ) , . AI , .

ROI 89

ROI IT Strategy 89

CIO Business Intelligence

APRIL 16, 2025

AI , , , . 10 , 1 , 10 , AI , . AI , , , , . AI . AI , AI . , . LLM (Mess) , . LLM (Mesh) . LLM LLM , . LLM AI .

IT 59

IT 59

Dataiku

JANUARY 14, 2025

As organizations race to integrate GenAI into their operations, a critical challenge has emerged: How do you manage the costs of enterprise LLM deployments without compromising on performance?

Enterprise 52

Enterprise Optimization Management 52

CIO Business Intelligence

APRIL 11, 2025

Y en materia de seguridad en IA, Monrio vaticina la implementacin de medidas avanzadas para proteger los grandes modelos de lenguaje (LLM o Large Language Models) y garantizar la seguridad en la comunicacin entre agentes inteligentes. scar Monrio, CIO de CHC Energa.

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IoT Marketing Software Modeling 101

CIO Business Intelligence

FEBRUARY 18, 2025

These autonomous or semi-autonomous agents can even operate in an ecosystem of agents in what is referred to as an agentic mesh. The agent can break down tasks needed to acquire business information context, interact with a large language model (LLM) to reason and plan and then coordinate and execute the tasks.

Machine Learning 90

Machine Learning Data Quality Enterprise Sales 90