Cloudera

DECEMBER 4, 2024

Now, the era of generative AI (GenAI) demands data pipelines that are not just powerful, but also agile and adaptable. delivers on this need, providing enhancements that streamline development, boost efficiency, and empower organizations to build cutting-edge GenAI solutions. Cloudera DataFlow 2.9 Cloudera DataFlow 2.9

Metrics 93

Metrics Data Integration Management Modeling 93

Dataiku

DECEMBER 18, 2024

As businesses increasingly turn to conversational AI to improve productivity and user experiences, building effective retrieval-augmented generation (RAG) pipelines has become essential for tapping into organizational knowledge.

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AWS Big Data

MARCH 25, 2024

Foundation models (FMs) are large machine learning (ML) models trained on a broad spectrum of unlabeled and generalized datasets. FMs, as the name suggests, provide the foundation to build more specialized downstream applications, and are unique in their adaptability. Batch processing is not the best fit in this scenario.

Data Lake 121

Data Lake Unstructured Data Management Snapshot 121

Cloudera

SEPTEMBER 26, 2024

This application is a launcher that helps users organize and dispatch other Cloudera Machine Learning workloads (primarily via the Jobs feature) that are configured specifically for LLM training and evaluation type tasks. AMPs enable data scientists to go from an idea to a fully working ML use case in a fraction of the time.

Machine Learning 77

Machine Learning Structured Data Optimization Enterprise 77

AWS Big Data

SEPTEMBER 12, 2024

AWS services such as Amazon Neptune and Amazon OpenSearch Service form part of their data and analytics pipelines, and AWS Batch is used for long-running data and machine learning (ML) processing tasks. ZS is a management consulting and technology firm focused on transforming global healthcare.

Unstructured Data 111

Unstructured Data Metadata Machine Learning Consulting 111

AWS Big Data

JANUARY 14, 2025

This post is cowritten by Ishan Gupta, Co-Founder and Chief Technology Officer, Juicebox. Juicebox is an AI-powered talent sourcing search engine, using advanced natural language models to help recruiters identify the best candidates from a vast dataset of over 800 million profiles.

Key Performance Indicator 98

Key Performance Indicator Machine Learning Optimization Measurement 98

AWS Big Data

MARCH 3, 2025

Weve brought native chunking and streamlined searching for chunked documents. Applications relying on Retrieval Augmented Generation (RAG) started to move from proof of concept (POC) to production, with all of the attendant concerns on hallucinations, inappropriate content, and cost. brings these improvements to the service.

Cost-Benefit 105

Cost-Benefit Metrics Modeling Data-driven 105