O'Reilly on Data

JUNE 18, 2019

Machine learning solutions for data integration, cleaning, and data generation are beginning to emerge. “AI AI starts with ‘good’ data” is a statement that receives wide agreement from data scientists, analysts, and business owners. The problem is even more magnified in the case of structured enterprise data.

Machine Learning 259

Machine Learning Data Quality Statistics Modeling 259

CIO Business Intelligence

APRIL 27, 2022

It now takes an army of experts using a complex, dizzying array of tools to defend the organization’s critical assets, which includes employees, data and systems: HCL. Which of these 3 categories fits your organization? Organizations that fall into the second category are working to bring IT Ops and security into alignment.

IT 59

IT Enterprise Software Risk 59

AWS Big Data

MARCH 25, 2024

FMs are multimodal; they work with different data types such as text, video, audio, and images. Large language models (LLMs) are a type of FM and are pre-trained on vast amounts of text data and typically have application uses such as text generation, intelligent chatbots, or summarization.

Data Lake 89

Data Lake Unstructured Data Management Modeling 89

Ontotext

MAY 22, 2023

At the same time, most data management (DM) applications require 100% correct retrieval, 0% hallucination! Many enterprise data and knowledge management tasks require strict agreement, with a firm deterministic contract, about the meaning of the data. LLM will not replace knowledge graphs either.

Management 59

Management Unstructured Data Metadata Cost-Benefit 59

DataKitchen

APRIL 13, 2021

This is not surprising given that DataOps enables enterprise data teams to generate significant business value from their data. Companies that implement DataOps find that they are able to reduce cycle times from weeks (or months) to days, virtually eliminate data errors, increase collaboration, and dramatically improve productivity.

Testing 307

Testing Machine Learning Consulting Data Quality 307

Occam's Razor

MARCH 10, 2015

Universal Analytics is an extensible platform that allows you to literally send any data in, take any data out, and get a complete view of your business – inside Google Analytics or outside Google Analytics, your choice. The data you have in WebTrends, Google Analytics, Adobe, IBM is a terrible representation of reality.

Strategy 151

Strategy Analytics Measurement Business Analysis 151