DataRobot Blog

MAY 10, 2022

It has been over a decade since the Federal Reserve Board (FRB) and the Office of the Comptroller of the Currency (OCC) published its seminal guidance focused on Model Risk Management ( SR 11-7 & OCC Bulletin 2011-12 , respectively).

Risk 64

Risk Modeling Machine Learning Data Quality 64

CIO Business Intelligence

JUNE 23, 2022

In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Common security, governance, metadata, replication, and automation enable CDP to operate as an integrated system. We live in a hybrid data world.

IT 78

IT Data Architecture Unstructured Data Big Data 78

AWS Big Data

MAY 4, 2023

The OpenSearch Service domain stores metadata on the datasets connected at the Regions. A key feature of Lustre is that only the file system’s metadata is synced. Each night at 0:00 UTC, a data sync job prompts the Lustre file system to resync with the attached S3 bucket, and pulls an up-to-date metadata catalog of the bucket.

Data Processing 96

Data Processing Metadata Informatics Interactive 96

Nutanix

SEPTEMBER 24, 2015

Nutanix introduced the first Hyperconverged platform to the market in 2011. While other Hyperconverged solutions have since come out, what differentiates Nutanix from the other solutions is the focus on implementing a highly scalable, reliable and performant distributed systems architecture.

Metadata 20

Metadata Management Marketing 20

O'Reilly on Data

MAY 21, 2019

Consider deep learning, a specific form of machine learning that resurfaced in 2011/2012 due to record-setting models in speech and computer vision. Metadata and artifacts needed for audits. Use ML to unlock new data types—e.g., images, audio, video. Tackle completely new use cases and applications.

Machine Learning 234

Machine Learning Technology Deep Learning Data Science 234

Alation

FEBRUARY 20, 2020

While this requires technology – AI, machine learning, log parsing, natural language processing,metadata management, this technology must be surfaced in a form accessible to business users – the data catalog. 7] Harvard Business Review, Category Creation Is the Ultimate Growth Strategy, Eddie Yoon, September 26, 2011.

Machine Learning 52

Machine Learning Marketing Reporting ROI 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. Fun fact: in 2011 Google bought remnants of what had previously been Motorola. Allows metadata repositories to share and exchange. Validates products for conformance.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

Edwin Chen

JANUARY 7, 2013

— Sohaib Athar (@ReallyVirtual) May 1, 2011. The Storm topology attaches a spout to this Kafka queue, and the spout emits a tuple containing the query and other metadata (e.g., — Janis Krums (@jkrums) January 15, 2009. When Osama bin Laden was killed. Helicopter hovering above Abbottabad at 1AM (is a rare event).

Statistics 73

Statistics Machine Learning Advertising Metadata 73

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. By 2011, the company had 20 full-time photographers on staff. Maybe they found that people would most often abandon a listing right after seeing photographs.

Metrics 156

Metrics KPI Analytics Key Performance Indicator 156