Cloudera

DECEMBER 9, 2022

Cloudera has been providing enterprise support for Apache NiFi since 2015, helping hundreds of organizations take control of their data movement pipelines on premises and in the public cloud. Once you have retrieved the data, NiFi stores it in a queue, which allows you to explore the content and metadata attributes of the events.

Testing 96

Testing Cost-Benefit Interactive Visualization 96

Rita Sallam

APRIL 2, 2023

When exploring river and coastal flooding for the USA on a city level, river flooding area had a drastic increase starting from 2015. Metadata management goes beyond technical metadata and even combining that with business metadata when it infers or anticipates new users of recently introduced data assets.

Optimization 52

Optimization Machine Learning Insurance Risk 52

Ontotext

NOVEMBER 23, 2023

Work on it began in 2015 and achieved W3C Recommendation status in mid-2017. While these provide no instructions to a SHACL engine, the use of non-validating characteristics such as sh:name and sh:description can add metadata to your shapes that make them easier to maintain as they scale up. As far as standards go, SHACL is young.

Data Quality 69

Data Quality Reporting Metadata IT 69

Peter James Thomas

AUGUST 18, 2018

From 2000 to 2015, I had some success [5] with designing and implementing Data Warehouse architectures much like the following: As a lot of my work then was in Insurance or related fields, the Analytical Repositories tended to be Actuarial Databases and / or Exposure Management Databases, developed in collaboration with such teams.

Data Lake 63

Data Lake Data Warehouse Data mining Statistics 63

Rita Sallam

JULY 22, 2016

By contrast, traditional BI platforms are designed to support modular development of IT-produced analytic content, specialized tools and skills, and significant upfront data modeling, coupled with a predefined metadata layer, is required to access their analytic capabilities.

Analytics 40

Analytics Business Intelligence Metadata Statistics 40

AWS Big Data

JUNE 6, 2023

Since we started exporting GA tracking data to BigQuery in 2015 the amount of data tracked and stored has grown 70x (logical bytes) and is >3TB in total. Data Catalog: We also wanted to automate a Glue Crawler to have metadata in a Data Catalog and be able to explore our files in S3 with Athena.

Analytics 56

Analytics Data Lake Testing Optimization 56

IBM Big Data Hub

FEBRUARY 22, 2024

Providing interpretable AI model metadata (for example, as factsheets ) specifying accountable persons, performance benchmarks (compared to human), data and methods used, audit records (date and by whom), and audit purpose and results. Capture key metadata to render AI models transparent and keep track of model inventory.

Metadata 101

Metadata Measurement Risk Modeling 101

AWS Big Data

FEBRUARY 1, 2023

To further optimize and improve the developer velocity for our data consumers, we added Amazon DynamoDB as a metadata store for different data sources landing in the data lake. We used the same AWS Glue jobs to further transform and load the data into the required S3 bucket and a portion of extracted metadata into DynamoDB.

Optimization 52

Optimization Forecasting Data Lake Metadata 52

Domino Data Lab

JULY 2, 2019

In other words, using metadata about data science work to generate code. One of the longer-term trends that we’re seeing with Airflow , and so on, is to externalize graph-based metadata and leverage it beyond the lifecycle of a single SQL query, making our workflows smarter and more robust. BTW, videos for Rev2 are up: [link].

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

Ontotext

FEBRUARY 23, 2023

The engines must facilitate the advanced data integration and metadata data management scenarios where an EKG is used for data fabrics or otherwise serves as a data hub between diverse data and content management systems. Enterprise knowledge graphs (EKG) require graph databases, which serve multiple purposes.

Metadata 52

Metadata Publishing Optimization Testing 52

Octopai

JANUARY 19, 2021

Octopai can fully map the BI landscape and trace metadata movement in a mixed environment including complex multi-vendor landscapes. About Octopai: Octopai was founded in 2015 by BI professionals who realized the need for dynamic solutions in a stagnant market.

Metadata 52

Metadata ROI Optimization Data Quality 52

AWS Big Data

JULY 26, 2023

This enables you to process a user’s query to find the closest vectors and combine them with additional metadata without relying on external data sources or additional application code to integrate the results. Carl has been with Amazon Elasticsearch Service since before it was launched in 2015.

Metadata 52

Metadata Cost-Benefit Testing Metrics 52

Cloudera

APRIL 21, 2022

The VA then announced in June 2017 that it would use DoD’s MHS Genesis system for electronic health records, which is being built under a 10-year contract awarded in 2015 and projected to ultimately cost $10 billion. . Shared catalog of data, metadata aids compliance requirements. These are constants in the massive system.

Metadata 84

Metadata Informatics Insurance Data Processing 84

Jet Global

MAY 27, 2021

Chrome: September 2015. However, fear of the unknown has left many companies afraid to implement a new reporting tool, yet the risk of staying with Discoverer increases day by day: Discoverer extended support ended June 2017. Oracle 11g extended support ended December 2020. Java Applets support has ended on all modern browsers. Repository.

Reporting 52

Reporting Cost-Benefit Dashboards Finance 52

Andrew White

JANUARY 9, 2022

So, I hear you say, let’s share metadata and make the data self-describing. 2015) and What is Wrong with Interoperability (in healthcare)? Where these efforts break down is in the data that goes into the connection at one end and comes out the other. In too many cases rubbish went in, and rubbish came out. Sure, that can help for sure.

Analytics 64

Analytics Measurement Modeling Data-driven 64

BI-Survey

MARCH 23, 2023

The company DataGalaxy was founded in 2015 in Lyon, France, by Lazhar Sellami and Sébastien Thomas. It is mainly used for data cataloging, data governance, compliance & regulatory use cases or as a metadata hub. Metadata can be extracted from any source and made available. Openness and extensibility are fundamental to this.

Metadata 52

Metadata Marketing Data Quality Machine Learning 52

Cloudera

JUNE 16, 2022

In 2015, Cloudera became one of the first vendors to provide enterprise support for Apache Kafka, which marked the genesis of the Cloudera Stream Processing (CSP) offering. For governance and security teams, the questions revolve around chain of custody, audit, metadata, access control, and lineage. So did we make Laila successful?

Data Lake 84

Data Lake Manufacturing Metadata Dashboards 84

Domino Data Lab

SEPTEMBER 9, 2019

metadata=convention_df["speaker"]? ). The two principal authors for spaCy , Matthew Honnibal and Ines Montani, launched the project in 2015 and industry adoption was rapid. Since 2015, spaCy has consistently focused on being an open source project (i.e., category="democrat",?. width_in_pixels=1000,?.

Deep Learning 110

Deep Learning Machine Learning Data Science Visualization 110