O'Reilly on Data

MARCH 31, 2020

Machine learning adds uncertainty. Underneath this uncertainty lies further uncertainty in the development process itself. You might have millions of short videos , with user ratings and limited metadata about the creators or content. Models within AI products change the same world they try to predict.

Management 332

Management Machine Learning Experimentation Metrics 332

Octopai

APRIL 16, 2020

Some data teams working remotely are making the most of the situation with advanced metadata management tools that help them deliver faster and more accurately, ensuring business as usual, even during coronavirus. Smarter Business Intelligence is an Asset During Uncertainty. Automated BI Intelligence Solves Remote Work Challenges.

Metadata 59

Metadata Business Intelligence Uncertainty Data Quality 59

Cloudera

AUGUST 26, 2021

Before we jump into the data ingestion step, here is a quick overview of how Ozone manages its metadata namespace through volumes, buckets and keys. . If created using the Filesystem interface, the intermediate prefixes ( application-1 & application-1/instance-1 ) are created as directories in the Ozone metadata store.

Data Science 110

Data Science Forecasting Metadata Machine Learning 110

erwin

OCTOBER 16, 2020

The companies that come out of this historic period of global uncertainty and change are those who’ve taken intelligent and data-driven approaches to their businesses. What holds most companies back from faster time to insights and leveraging radical transformation?

Internet of Things 145

Internet of Things Data-driven Uncertainty Data Governance 145

CIO Business Intelligence

JULY 5, 2022

This also includes any additional data and metadata created by the processing of the original data that falls under this same jurisdictional requirement. Data sovereignty is the ability to maintain legal control and authority of the data within the defined nation’s jurisdictional boundaries.

Uncertainty 93

Uncertainty Metadata Machine Learning Data Governance 93

CIO Business Intelligence

JUNE 30, 2022

This also includes any additional data and metadata created by the processing of the original data that falls under this same jurisdictional requirement. Data sovereignty is the ability to maintain legal control and authority of the data within the defined nation’s jurisdictional boundaries.

Uncertainty 93

Uncertainty Metadata Machine Learning Data Governance 93

CIO Business Intelligence

MAY 6, 2022

Work began in late 2020 on the service, which enables customers to connect through a live video/audio session to a United agent who can, in times of traveler uncertainty and stress, make new reservations on-the-fly, assuage worries about gate changes, and even upgrade the passenger’s seating on their next flight.

Uncertainty 96

Uncertainty Testing Digital Transformation Metadata 96

CIO Business Intelligence

MARCH 29, 2022

Lack of annotation with the right metadata is a contributing factor. Approximately duplicated data sets may introduce uncertainty about data quality. . • You have data but don’t use it. Why does valuable data so often go unused? One reason is people don’t know where it is or even possibly that it exists at all.

Cost-Benefit 52

Cost-Benefit Machine Learning Metadata Data Quality 52

Anmut

OCTOBER 29, 2020

In a time of uncertainty, it also pressures decision-making bodies even more into making the right decision. These clarify how to certify COVID-19 as a cause of death, where it should be recorded, what terminology to use, how to code COVID-19 for mortality, and what variables and metadata are to be submitted to WHO.

Data Governance 52

Data Governance Data Collection Data-driven Statistics 52

Alation

OCTOBER 26, 2021

They can add metadata in the business glossary to indicate what types of compliance reporting a term supports. That is, what would help the business make better-informed decisions, evaluate risk, and prepare for uncertainty with more predictability? .” — Senior Systems Analyst at a Major Pharmaceutical Company. Don’t overthink it.

Finance 52

Finance Data Transformation Enterprise Metrics 52

Domino Data Lab

JUNE 2, 2019

Clearly, when we work with data and machine learning, we’re swimming in those waters of decision-making under uncertainty. It also represents part of the current focus for Project Jupyter : adding support for collaboration, enhanced security, projects as top-level entities, data registry, metadata management, and telemetry about usage.

Data-driven 110

Data-driven Data Science Machine Learning Modeling 110

IBM Big Data Hub

OCTOBER 2, 2023

In a world marked by volatility, uncertainty, complexity, and ambiguity (VUCA) building a holistic planning environment is inevitable for successful steering.” It was equally important that this infrastructure contained consistent metadata and data structures across all entities, preventing data redundancy and streamlining processes.

Analytics 94

Analytics Manufacturing Uncertainty Machine Learning 94

Occam's Razor

APRIL 8, 2013

Maybe they analyzed the metadata from pictures and found that there was a strong correlation between properties that rented often and expensive camera models. They might deal with uncertainty, but they're not random. Maybe they found that people would most often abandon a listing right after seeing photographs.

Metrics 156

Metrics KPI Analytics Key Performance Indicator 156

Domino Data Lab

JULY 22, 2019

They learned about a lot of process that requires that you get rid of uncertainty. They’re being told they have to embrace uncertainty. We had Julia Lane talking about Coleridge Initiative and the work on Project Jupyter to support metadata and data governance and lineage. You know, these are probabilistic systems.

Data Science 109

Data Science Machine Learning Data Governance Modeling 109

Alation

MAY 12, 2022

With so much economic uncertainty, coupled with the unrelenting advance of “Industry 4.0” It combines metadata with data management and search tools so your workers can quickly find the data that they need, evaluate its fitness for intended use, and access those who can answer questions. Every company is a technology company.

Manufacturing 52

Manufacturing Data Governance Cost-Benefit IoT 52

Alation

JUNE 7, 2023

Uncertainty reigns These days, planning a dinner out can be as complicated as planning a global business acquisition. But recognizing the opportunity in uncertainty is what separates the winners from the pack. Silicon Valley VC firm Sequoia Capital agrees, pointing to all the uncertainty and change in the world as proof.

Uncertainty 52

Uncertainty Data Lake Risk Data-driven 52