O'Reilly on Data

JANUARY 29, 2019

In 2017, we published “ How Companies Are Putting AI to Work Through Deep Learning ,” a report based on a survey we ran aiming to help leaders better understand how organizations are applying AI through deep learning. We found companies were planning to use deep learning over the next 12-18 months.

Deep Learning 207

Deep Learning Machine Learning Data Science Metadata 207

Alation

FEBRUARY 13, 2020

In an increasingly noisy data cataloging space, this recognition is a reminder that Alation continues to lead the pack with 100+ customers and a unique solution built on the combination of human collaboration and machine learning. Ventana Research: 2018 Digital Innovation Awards for Big Data. Stay tuned!

Machine Learning 52

Machine Learning Big Data Data Governance Digital Transformation 52

Alation

FEBRUARY 13, 2020

billion merger of Cloudera and Hortonworks, the widely scrutinized GDPR (General Data Protection Regulation), or the Cambridge Analytica scandal that rocked Facebook. Amid the headline grabbing news, 2018 will also be remembered as the year of the data catalog. Be it the surprising $5.2 Below are some of our other favorites.

Metadata 52

Metadata Machine Learning Data Governance Reporting 52

Alation

DECEMBER 15, 2022

June 2018: Dresner Advisory Services names Alation the #1 data catalog in its Data Catalog End-User Market Study for the 2nd time. August 2018: Constellation Research adds Alation to its Constellation Shortlist for Data Cataloging in Q3 2018 for third consecutive time. July 2019: Alation hits 100 customers.

Metadata 52

Metadata Data Governance Data Quality Marketing 52

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. The Forrester Wave : Machine Learning Data Catalogs, Q2 2018.

Machine Learning 52

Machine Learning Marketing Reporting ROI 52

CIO Business Intelligence

JANUARY 5, 2024

Then in March, the pandemic hit and hotel activity stopped, but it gave us the chance to accelerate the company’s transformation and digitalization process that started in 2018 with a five-year plan. This plan covers from 2018 to 2023. What has been the overall investment in IT and what is the next step?

IT 105

IT Finance Cost-Benefit Strategy 105

Domino Data Lab

JULY 2, 2019

Doesn’t this seem like a worthy goal for machine learning—to make the machines learn to work more effectively? This has implications for data science work, where so much of the heavy lifting of data preparation gets done in libraries like pandas, NumPy, etc., That’s the gist of program synthesis.

Metadata 105

Metadata Machine Learning Data Science Data-driven 105

Cloudera

SEPTEMBER 29, 2021

Among the use cases for the government organizations that we are working on is one which leverages machine learning to detect fraud in payment systems nationwide. Through processing vast amounts of structured and semi-structured data, AI and machine learning enabled effective fraud prevention in real-time on a national scale. .

Digital Transformation 81

Digital Transformation Data Governance Data-driven Uncertainty 81

Domino Data Lab

APRIL 3, 2019

Paco Nathan ‘s latest column dives into data governance. This month’s article features updates from one of the early data conferences of the year, Strata Data Conference – which was held just last week in San Francisco. In particular, here’s my Strata SF talk “Overview of Data Governance” presented in article form.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

Alation

FEBRUARY 20, 2020

In a nod to AC/DC, a wink to Gartner’s research report, Data Catalogs Are the New Black in Data Management and Analytics , and inspiration from the inaugural Forrester Wave : Machine Learning Data Catalogs , we have temporarily set aside our Alation orange and have been rocking “black” for the Alation MLDC World Tour.

Machine Learning 52

Machine Learning Metadata Reporting Data-driven 52

CIO Business Intelligence

MAY 30, 2024

Most recently, she has served as EVP and chief customer and technology officer at Ameren, which she joined 2018 as SVP and chief digital and information officer before adding customer experience and operations in 2023. It has been around since the 1950s with machine learning. I’ll start with saying AI is not new.

Data Quality 77

Data Quality Key Performance Indicator Digital Transformation Management 77

Sanjeev Mohan

FEBRUARY 6, 2019

I saw the winds change and the inquiry requests shifted towards advanced analytics involving machine learning (ML) questions. Then in the middle of 2017, a realization set in that we were one year away from GDPR and needed to focus on data governance. I ended up writing two documents on data governance.

Data Analytics 49

Data Analytics Analytics Data Governance Experimentation 49

Domino Data Lab

AUGUST 8, 2019

In this episode I’ll cover themes from Sci Foo and important takeaways that data science teams should be tracking. First and foremost: there’s substantial overlap between what the scientific community is working toward for scholarly infrastructure and some of the current needs of data governance in industry.

Data Science 71

Data Science Machine Learning Data Governance Statistics 71

Domino Data Lab

JULY 22, 2019

data science’s emergence as an interdisciplinary field – from industry, not academia. why data governance, in the context of machine learning is no longer a “dry topic” and how the WSJ’s “global reckoning on data governance” is potentially connected to “premiums on leveraging data science teams for novel business cases”.

Data Science 109

Data Science Machine Learning Data Governance Modeling 109

IBM Big Data Hub

SEPTEMBER 27, 2022

When IBM launched its AI Ethics Board in 2018, AI ethics was not a hot topic in the press, nor was it top-of-mind among business leaders. In a 2021 study by the IBM Institute of Business Value , nearly 75% of executives ranked AI ethics as important, a jump from less than 50% in 2018. Scaling trustworthy AI.

Consulting 52

Consulting Machine Learning Modeling Strategy 52

Octopai

JANUARY 19, 2021

Octopai’s SaaS solution automates metadata management and analysis, enabling enterprise BI groups to quickly, easily and accurately find and understand their data for improved operations, data quality and data governance.

Metadata 52

Metadata ROI Optimization Data Quality 52

Cloudera

FEBRUARY 11, 2019

The root cause is firmly entrenched in legacy systems and traditional data governance challenges that not only result in data silos but also the misguided belief that data privacy is diametrically opposed to effective exploration of information. Governing for compliance. Governing machine learning.

Digital Transformation 57

Digital Transformation Data Governance Data Warehouse Data-driven 57

CIO Business Intelligence

MAY 17, 2022

In particular, the company has low confidence in its ability to address fundamental problems with machine learning and AI applications, according to the document. The EU General Data Protection Regulation is one of the world’s toughest data protection laws, with fines up to €20 million or 4% of worldwide revenue — whichever is higher.

Risk 142

Risk Consulting Machine Learning Data Science 142

Alation

FEBRUARY 13, 2020

Following a very successful year of growth in Alation’s business, this announcement marks a milestone for Alation and the enterprise data catalog market. What started six years ago as one startup trying to improve the way people work with data has become a full-blown market category – Machine Learning Data Catalogs.

Enterprise 52

Enterprise Data Lake Machine Learning Data-driven 52

Alation

MARCH 21, 2023

What are common data challenges for the travel industry? Some companies struggle to optimize their data’s value and leverage analytics effectively. When companies lack a data governance strategy , they may struggle to identify all consumer data or flag personal data as subject to compliance audits.

Data Analytics 52

Data Analytics Analytics Data-driven Big Data 52

Hurwitz & Associates

MAY 15, 2018

To meet that challenge, Cloudera is now embarking on a major transition in its strategy that requires it to hold on to its predominant position in Hadoop analytics – and to become a provider of machine learning software supporting both on premises and public clouds. But it will have to move quickly to re-position the company.

Machine Learning 40

Machine Learning Data Warehouse Marketing Software 40

Cloudera

OCTOBER 30, 2018

These next-generation applications do more than consolidate a single view of the customer; they add a layer of data governance, synthesis, and identity, which powers a dynamic customer graph to fulfill the vision of contextual experiences. Learn More.

Unstructured Data 42

Unstructured Data Data Lake Machine Learning Interactive 42

Cloudera

FEBRUARY 14, 2018

We share the same obstacles our customers face – most of which are around data collection, data quality (or lack thereof), data governance as well as misalignment or miscommunication about who is responsible and accountable for managing and analyzing different datasets and analytical outcomes.

Data-driven 44

Data-driven Data Quality Risk Interactive 44

Hurwitz & Associates

JUNE 28, 2018

Not easily, but the work can be approached via better software tools, better business-wide data policies and IT best practices for data protection and analytics. CDOs plan to leverage AI and machine learning algorithms to mine large data-stores more effectively and efficiently.

Insurance 40

Insurance Data Lake Machine Learning Enterprise 40

Alation

FEBRUARY 13, 2020

As a result, self-service analytics users instantly know whether the data asset or query logic they’re looking at is trustworthy or not. Alation’s TrustCheck technology enables a new and modern approach to agile data governance. I had the pleasure of chatting with Peter Burris of theCUBE about all things TrustCheck.

Dashboards 52

Dashboards Data-driven Visualization Data Quality 52