Ontotext

APRIL 27, 2023

The seminar was organized by the European Broadcasting Union (EBU) and the respective community that is dedicated to foster knowledge sharing and learning on data-related projects, such as metadata and AI.

Technology 52

Technology Metadata Broadcasting Visualization 52

erwin

JANUARY 17, 2020

Data models provide visualization, create additional metadata and standardize data design across the enterprise. According to a 2018 survey by Tech Pro Research , 70 percent of survey respondents said their companies either have a digital transformation strategy in place or are working on one. SQL or NoSQL?

Data-driven 138

Data-driven Modeling Metadata Data Governance 138

Cloudera

MARCH 3, 2022

stemmed from a 2018 data breach, when the global hotel chain’s 339 million customers’ data was exposed. Data analytics and machine learning can become a business and a compliance risk if data security, governance, lineage, metadata management, and automation are not holistically applied across the entire data lifecycle and all environments.

Data Governance 98

Data Governance Enterprise Data Quality Metadata 98

erwin

JULY 12, 2019

While not the first , it is the largest penalty levied since the GDPR went into effect in May 2018. Activating their metadata to drive agile data preparation and governance through integrated data glossaries and dictionaries that associate policies to enable stakeholder data literacy. Given this, Oppenheimer & Co.

Data Governance 110

Data Governance Management Metadata Risk Management 110

Alation

FEBRUARY 13, 2020

Recent recognition for the Alation Data Catalog includes: Dresner Advisory Services 2018 Technology Innovation Awards for Data Catalogs. Ventana Research: 2018 Digital Innovation Awards for Big Data. IDC Innovators: Data Intelligence Software Platforms, 2019 Report. The post At the Top of Everyone’s List appeared first on Alation.

Machine Learning 52

Machine Learning Big Data Data Governance Digital Transformation 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. The company was recognized as a Gartner Cool Vendor for Data Science and Machine Learning in 2018 and their investors include North First Ventures, Gefen Capital and iAngels.

Metadata 52

Metadata ROI Optimization Data Quality 52

CIO Business Intelligence

APRIL 28, 2023

To ensure data sovereignty, rules may require that all related data, such as metadata, also resides locally. The 2018 US Cloyd Act allows US federal law enforcement to compel US-based technology companies to provide requested data stored on company servers, regardless of whether the data is stored in the US or on foreign soil.

Risk 104

Risk Metadata Management Software 104

Sisense

JULY 24, 2019

Once both issues are addressed, the user can ask “how many customers are responsible for 80% of my Q1 2018 income compared to 2017?” and the system will know to look after ‘ clients ’ and aggregate the ‘ revenue ’ (the actual variable names in the system) to compare between Q1 2018 and Q1 2017. Machine Intent vs. User Intent.

Analytics 89

Analytics Experimentation Metadata Big Data 89

erwin

OCTOBER 31, 2019

percent of its global annual revenue, because 330 million hotel guests were affected by a breach in 2018. Providing metadata and value-based analysis: Discovery and classification of sensitive data based on metadata and data value patterns and algorithms. Marriot International was fined $123 million , or 1.5

Data Governance 105

Data Governance Metadata Risk Data Lake 105

Domino Data Lab

JUNE 13, 2019

2018 , 2019 ], the rediscovery of the 50,000 lost MNIST test digits provides an opportunity to quantify the degradation of the official MNIST test set over a quarter-century of experimental research.” 2018 , 2019 ], albeit on a different dataset and in a substantially more controlled setup. ” They also were able to.

Testing 83

Testing Data Science Experimentation Metadata 83

Alation

FEBRUARY 13, 2020

By leveraging Google-like smart search to find data assets; using automation and self-learning instead of burdening people with the need to manually update metadata in multiple places; and ensuring that metadata is maintained by the whole data community and is not dependent on a centralized IT team. Subscribe to Alation's Blog.

Machine Learning 52

Machine Learning Data Analytics Analytics Metadata 52

Octopai

APRIL 15, 2019

Although then-Governor Jerry Brown signed CCPA into law in June, 2018, it requires the state’s Attorney General to formulate and publish specific regulations to support the law between January 1-July 2, 2020. Moreover, without robust metadata management , your data is likely in really poor shape. CCPA in a Nutshell.

Metadata 40

Metadata Publishing Management IT 40

AWS Big Data

FEBRUARY 1, 2024

The Common Crawl corpus contains petabytes of data, regularly collected since 2008, and contains raw webpage data, metadata extracts, and text extracts. Common Crawl data The Common Crawl raw dataset includes three types of data files: raw webpage data (WARC), metadata (WAT), and text extraction (WET).

Metadata 96

Metadata Modeling Data Processing Unstructured Data 96

Andrew White

JULY 5, 2023

And guess what – there are other names that we have collectively invented over the years that tend to mean the same thing: Glossary Business metadata, and Master data. Here is is: When is a Catalog No Longer a Catalog? This was from 2018. They WOULD have some opportunity to govern the glossary! Yes, I had.

Metrics 52

Metrics Metadata Modeling Data Quality 52

Domino Data Lab

APRIL 3, 2019

That’s a lot of priorities – especially when you group together closely related items such as data lineage and metadata management which rank nearby. So this month let’s explore these themes: 2018 represented a flashpoint for DG fails, prompting headlines worldwide and resulting in much-renewed interest in the field.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

Andrew White

JUNE 11, 2019

Salesforce closes acquisition of Mulesoft – May 2018 (business app vendor acquires data integration). Metadata Management Tools (split between some IT-centric and some business-centric solutions). Salesforce acquires Tableau – June 2019 (business app vendor acquires analytics/BI). Information Stewardship Solutions.

IT 82

IT Data Quality Data Integration Metadata 82

Alation

JULY 26, 2021

When we began, we had a very technical and archaic tool, an enterprise metadata management platform that cataloged our assets. AmFam first implemented the Alation Data Catalog in 2018. One of the first steps in any digital transformation journey is to understand what data assets exist in the organization. It was terribly complex.

Insurance 98

Insurance Digital Transformation Enterprise Data Governance 98

Octopai

JANUARY 25, 2021

The cost of data breaches in 2019 was 87% higher than in 2018 , with the number rising each year. When you automate metadata management , you avoid human error which may result in critical issues, loss of data, or even becoming non-compliant.

Insurance 52

Insurance Metadata Statistics Reporting 52

Sanjeev Mohan

FEBRUARY 6, 2019

By the middle of 2018, GDPR was in effect and our clients’ attention shifted towards cloud migration. In GCP, I haven’t yet seen an integrated native cloud suite able to perform functions of business glossary, data discovery, business metadata management, data catalog, data quality and lineage, but it’s an area I expect to hear more on soon.

Data Analytics 49

Data Analytics Analytics Data Governance Experimentation 49

O'Reilly on Data

MAY 21, 2019

For example, in a July 2018 survey that drew more than 11,000 respondents, we found strong engagement among companies: 51% stated they already had machine learning models in production. Metadata and artifacts needed for audits. A catalog or a database that lists models, including when they were tested, trained, and deployed.

Machine Learning 238

Machine Learning Technology Deep Learning Data Science 238

Insight

MAY 16, 2019

The images and referenced object’s metadata, such as height and width, coordinates of the bounding boxes, and individual classes, are saved in the PASCAL VOC data format as XML files. Image metadata such as properties and bounding box coordinates are saved as XML. Python-Labellmg interface.

Deep Learning 84

Deep Learning Machine Learning Metadata Data Science 84

Ontotext

DECEMBER 30, 2022

In 2019 the market for graph databases and knowledge graphs started heating up – appearing on Gartner’s hype curves in 2018. Metadata Studio – our new product for streamlining the development and operation of solutions involving text analysis. The last 3 years: Turn a boutique shop into scalable technology business.

Enterprise 52

Enterprise Sales Cost-Benefit Marketing 52

Octopai

AUGUST 19, 2019

This law, signed by then-Governor Jerry Brown in 2018, goes into full effect in 2020. Without an automated metadata management and data mapping solution , your compliance efforts will be largely hopeless. The key to success in this brave new world of data privacy compliance is automation.

Metadata 41

Metadata Reporting Visualization IT 41

Cloudera

MAY 22, 2018

save the built model container, along with metadata like who built or deployed it. To see the new capabilities in action, join our webinar on 13 June 2018. build an immutable executable container with the trained model and serving code. deploy and start a specified number of model API replicas, automatically load balanced.

Data Science 41

Data Science Snapshot Machine Learning Metadata 41

O'Reilly on Data

MARCH 20, 2019

Along with model documentation, all modeling artifacts, source code, and associated metadata need to be managed, versioned, and audited for security like the valuable commercial assets they are. DZone (2018). ACM (2018). Machine Learning 81.2 2010): 121-148. URL: [link] ~ adj/publications/paper-files/SecML- MLJ2010.pdf.

Modeling 222

Modeling Machine Learning Predictive Modeling Consulting 222

Domino Data Lab

AUGUST 8, 2019

The gist is, leveraging metadata about research datasets, projects, publications, etc., 2018 – Global reckoning about data governance, aka “Oops!…We These are outcomes that executives care about, post 2018—ever since what WSJ called a “global reckoning” about data governance. Let’s try to avoid a 2018 redux.

Data Science 71

Data Science Machine Learning Data Governance Statistics 71

Alation

FEBRUARY 13, 2020

We saw this first-hand this fall on our 2018 MLDC World Tour that started at O’Reilly’s Strata New York conference. 451 Research’s Matt Aslett has gone so far as to ask whether the data catalog could be “ the most important breakthrough in analytics to have emerged in the last decade.”

Enterprise 52

Enterprise Data Lake Machine Learning Data-driven 52

Alation

JULY 7, 2022

In 2013 I joined American Family Insurance as a metadata analyst. I had always been fascinated by how people find, organize, and access information, so a metadata management role after school was a natural choice. The use cases for metadata are boundless, offering opportunities for innovation in every sector. Our paths converge.

Metadata 52

Metadata Data-driven Insurance Statistics 52

CIO Business Intelligence

NOVEMBER 4, 2022

When Bob McCowan was promoted to CIO at Regeneron Pharmaceuticals in 2018, he had previously run the data center infrastructure for the $81.5 Empowering scientists through the cloud McCowan set about migrating Regeneron to Amazon Web Services in late 2018. If you are not on the cloud, you are going to be left behind.”

Data Lake 123

Data Lake IT Experimentation Data-driven 123

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 103

Metadata Measurement Risk Modeling 103

Domino Data Lab

SEPTEMBER 9, 2019

metadata=convention_df["speaker"]? ). Another big change occurred during 2017-2018 when, following the many successes of deep learning, those approaches began to out-perform previous machine learning models. category="democrat",?. category_name="Democratic",?. not_category_name="Republican",?.

Deep Learning 110

Deep Learning Machine Learning Data Science Visualization 110

Cloudera

MAY 2, 2022

This is not just to implement specific governance rules — such as tagging, metadata management, access controls, or anonymization — but to prepare for the potential for rules to change in the future. . But increasingly at Cloudera, our clients are looking for a hybrid cloud architecture in order to manage compliance requirements.

Data Architecture 101

Data Architecture Metadata Digital Transformation Finance 101

erwin

FEBRUARY 6, 2020

In 2018, IDC predicted that the collective sum of the world’s data would grow from 33 zettabytes (ZB) to 175 ZB by 2025. 5) Catalog Data: Catalog data using a solution with a broad set of metadata connectors so all data sources can be leveraged. Protecting data came in last place. That’s a lot of data to manage!

Management 144

Management Data Governance Cost-Benefit Metadata 144

erwin

MARCH 4, 2021

1 driver for data governance, it’s still a major factor – especially since the rollout of the European Union’s General Data Protection Regulation (GDPR) in 2018. While compliance is not the No. According to Mr. Pörschmann, many decision-makers believe that if they get GDPR right, they’ll be fine and can move onto other projects.

Data Governance 122

Data Governance Digital Transformation Data-driven Cost-Benefit 122

Alation

FEBRUARY 20, 2020

We were also named a Leader in the 2017 Gartner Magic Quadrant for Metadata Management Solutions **. As strong as 2017 was, we are looking towards an even stronger 2018. Gartner, Magic Quadrant for Metadata Management Solutions, Guido De Simoni, Roxane Edjlali, 10 August 2017. Our team is growing and maturing.

Enterprise 52

Enterprise Metadata Data-driven Strategy 52

Alation

MARCH 21, 2023

When it embarked on a digital transformation and modernization initiative in 2018, the company migrated all its data to AWS S3 Data Lake and Snowflake Data Cloud to provide accessibility to data to all users. Using Alation, ARC automated the data curation and cataloging process. “So

Data Analytics 52

Data Analytics Analytics Data-driven Big Data 52

Domino Data Lab

JULY 22, 2019

The year 2018 was what Wall Street Journal called “ a global reckoning on data governance.” ” If you don’t know, there were hundreds of millions of people affected worldwide during 2018 with security breaches and then data privacy leakage. Arguably, that’s one of the biggest problems we have.

Data Science 109

Data Science Machine Learning Data Governance Modeling 109