TDAN

NOVEMBER 5, 2019

There is … but one … Data Governance. Maybe you are one of those that believe that there is something called Master Data Governance, Information Governance, Metadata Governance, Big Data Governance, Customer [or insert domain name here] Data Governance, Data Governance 1.0 – 2.0 – 3.0, […].

Data Governance 69

Data Governance Metadata Big Data Data Strategy 69

TDAN

AUGUST 20, 2019

The goal of data governance is to ensure the quality, availability, integrity, security, and usability within an organization. Many traditional approaches to data governance seem to struggle in practice; I suspect it is partly because of the cultural impedance mismatch, but also partly because […].

Data Governance 68

Data Governance Strategy Data Architecture IT 68

TDAN

DECEMBER 31, 2019

Organizations that have implemented Data Governance programs, or Information Governance, Data/Information Management or Records Management programs will be the first to tell you that these data disciplines are not easy to operationalize. Data Management requires that the organization care for data as an asset.

Data Governance 78

Data Governance Management Data Quality Data Strategy 78

TDAN

MARCH 15, 2022

Borne of the Japanese business philosophy, kaizen is most often associated […]. What do all these disciplines have in common? Continuous improvement. Simply put, these systems pursue progress through a proven process. They make testing and learning a part of that process.

Data Governance 98

Data Governance Testing Data Strategy Business Intelligence 98

TDAN

APRIL 30, 2019

Roles and responsibilities are the backbone of a successful information or data governance program. To communicate effectively […].

Data Governance 79

Data Governance Data Quality IT Metadata 79

TDAN

JULY 2, 2019

The third and final part of the Non-Invasive Data Governance Framework details the breakdown of components by level, providing considerations for what must be included at the intersections. The squares are completed with nouns and verbs that provide direction for meaningful discussions about how the program will be set up and operate.

Data Governance 74

Data Governance Data Quality Data Architecture Metadata 74

TDAN

JUNE 18, 2019

Is your organization struggling to succeed with your Data Governance program? Is adoption by the business an issue for you? Data Governance occurs best when done in conjunction with the business processes and not as a “bolt on”/additional activity.

Data Governance 56

Data Governance Metadata Data Strategy Business Intelligence 56

CIO Business Intelligence

MARCH 7, 2023

So what should CIOs look to do today to drive digital transformation, identify force multipliers, and define initiatives that enable smarter, safer, and faster business outcomes? I’ll be covering more examples of force multipliers in upcoming articles, and here are three to start that should apply to most CIOs and their IT organizations.

Digital Transformation 145

Digital Transformation Data Governance Experimentation Machine Learning 145

TDAN

JUNE 4, 2019

The following paper is the first of a three-part series that describes the Non-Invasive Data Governance Framework. Seiner of KIK Consulting & Educational Services (KIKconsulting.com) and The Data Administration Newsletter (TDAN.com). The framework was developed and is implemented by Robert S.

Data Governance 40

Data Governance Consulting Data Quality Metadata 40

Octopai

APRIL 19, 2021

Without organized metadata management, the validity of a company’s data is compromised and they won’t achieve adequate compliance, data governance, or generate correct insights. Strong metadata management enhances business intelligence which leads to more informed strategy and better performance.

Metadata 59

Metadata Management Business Intelligence Data Governance 59

TDAN

JUNE 18, 2019

Part one of this series addressed the structure of the Non-Invasive Data Governance Framework. In part two, I detail each of the labels on the rows and columns of the framework. I refer to the row labels as the Levels or perspectives of the organization and the column labels as the Core Components of a […].

Data Governance 45

Data Governance Metadata Data Strategy Business Intelligence 45

CIO Business Intelligence

OCTOBER 17, 2024

But the biggest point is data governance. You can host data anywhere — on-prem or in the cloud — but if your data quality is not good, it serves no purpose. Data governance was the biggest piece that we took care of. This article was made possible by our partnership with the IASA Chief Architect Forum.

Management 106

Management Insurance ROI Cost-Benefit 106

O'Reilly on Data

FEBRUARY 11, 2019

Foundational data technologies. Machine learning and AI require data—specifically, labeled data for training models. At Strata Data San Francisco, Netflix , Intuit , and Lyft will describe internal systems designed to help users understand the evolution of available data resources. Data Platforms.

Big Data 211

Big Data Technology Machine Learning Deep Learning 211

TDAN

JANUARY 14, 2020

Everyone is familiar with the term smartphone. These devices have become ubiquitous and many individuals have come to depend on them to navigate through our complicated world. They can assist users in a wide variety of ways that were unthinkable a mere 20 years ago. You might be tempted to take a look at yours […].

Data Governance 52

Data Governance Data Strategy Business Intelligence Big Data 52

Octopai

JANUARY 31, 2021

The content on A-Team Insight covers financial markets and the way in which technology and data management play a part. This site offers expert knowledge and articles geared towards decision-makers in investment management firms and investment banks. Techcopedia follows the latest trends in data and provides comprehensive tutorials.

Data Governance 83

Data Governance Data Processing Data Quality Metadata 83

Peter James Thomas

AUGUST 4, 2020

As usual, the new definitions range across the data arena: from Data Science and Machine Learning; to Information and Reporting; to Data Governance and Controls. Conformed Data (Conformed Dimension). Data Capability. Data Capability Framework (Data Capability Model). Data Driven.

Data Analytics 98

Data Analytics Analytics Machine Learning Data Governance 98

TDAN

DECEMBER 5, 2023

In part one of “Metadata Governance: An Outline for Success,” I discussed the steps required to implement a successful data governance environment, what data to gather to populate the environment, and how to gather the data.

Metadata 52

Metadata Data Governance Data Quality Business Intelligence 52

TDAN

OCTOBER 1, 2019

One could argue it has become cliché to make references to the enormous significance and proliferation of data globally. Human and machine generated data is increasing even more rapidly at 10x that of traditional business data [1]. By […].

Data Governance 45

Data Governance IT Data Strategy Big Data 45

CIO Business Intelligence

OCTOBER 29, 2024

In 2018, I wrote an article asking, “Will your company be valued by its price-to-data ratio?” The premise was that enterprises needed to secure their critical data more stringently in the wake of data hacks and emerging AI processes.

Enterprise 134

Enterprise Broadcasting Risk Sales 134

TDAN

JULY 16, 2019

Wouldn’t it be great if you could simply put structure around how your organization governs your data without throwing a lot of money and resources at the problem? It’s all in the data. This column describes how you can effectively communicate to management that governance already exists (to some extent), […].

Data Governance 45

Data Governance Management IT Data Quality 45

datapine

SEPTEMBER 29, 2022

Engineered to be the “Swiss Army Knife” of data development, these processes prepare your organization to face the challenges of digital age data, wherever and whenever they appear. Data quality refers to the assessment of the information you have, relative to its purpose and its ability to serve that purpose.

Data Quality 241

Data Quality Metrics Data-driven Management 241

IBM Big Data Hub

APRIL 25, 2023

In a prior blog , we pointed out that warehouses, known for high-performance data processing for business intelligence, can quickly become expensive for new data and evolving workloads. Returning to the analogy, there have been significant changes to how we power cars.

Optimization 56

Optimization Strategy Data Warehouse Cost-Benefit 56

CIO Business Intelligence

DECEMBER 21, 2022

This article was co-authored by Katherine Kennedy , an Associate at Metis Strategy. He also has a mandate to engage business leaders to collect requirements for any initiative the council pursues, which he then translates into technical specifications and tracks from start to finish. Corporate strategies hinge on it.

Metrics 105

Metrics Data Governance Dashboards Reporting 105

CIO Business Intelligence

DECEMBER 19, 2023

Many technology investments are merely transitionary, taking something done today and upgrading it to a better capability without necessarily transforming the business or operating model. Second, CIOs must identify the gaps between the hype of what business leaders expect from IT departments and the realities.

Digital Transformation 142

Digital Transformation Unstructured Data Machine Learning Risk Management 142

TDAN

MAY 2, 2023

The terms Data Mesh and Data Fabric have been used extensively as data management solutions in conversations these days, and sometimes interchangeably, to describe techniques for organizations to manage and add value to their data.

Management 94

Management Data Architecture Data Governance Business Intelligence 94

datapine

DECEMBER 11, 2019

It’s also popular amongst businesses for its simplicity and user accessibility, security, and the widespread connectivity that serves to streamline business models, resulting in maximum efficiency across the board. With a new year on the horizon, in this article, we’ll explore 10 essential SaaS trends that will stand out in 2020.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

TDAN

APRIL 16, 2019

The secret lies with Data Governance. The Chief Data Officer (or whoever the Data Czar is at your organization) needs to get past, and I mean way past, the “Why is Data Governance important?” or “Why do we need Data Governance?” Rather, the […].

Data Governance 84

Data Governance Data Quality Metadata Data Strategy 84

TDAN

DECEMBER 20, 2022

Over the past few months, my team in Castlebridge and I have been working with clients delivering training to business and IT teams on data management skills like data governance, data quality management, data modelling, and metadata management.

Metadata 52

Metadata Data Governance Data Quality Management 52

TDAN

MAY 5, 2021

For enterprise Business Intelligence (BI) deployments to be successful, it is critical that a governance layer is established on not only the data being captured, but also the analytics that are being delivered to business users.

Business Intelligence 66

Business Intelligence Enterprise Analytics IT 66

TDAN

JANUARY 14, 2020

Recently, I’ve encountered many client staff, course students, and conference attendees who are grappling with the basic question: “What is the difference between Data Managementand Data Governance?”

Data Governance 87

Data Governance IT Data Strategy Business Intelligence 87

CIO Business Intelligence

JUNE 12, 2024

So, for example, ABBYY already has a tool that can turn a single image into hundreds of synthetic images to use for training data. But if there’s an Onion article that recommends eating a rock every day, or a Reddit post about putting glue on pizza, are these credible sources of information that should be part of a training data set?

Modeling 140

Modeling Testing Cost-Benefit Metadata 140

erwin

FEBRUARY 21, 2019

According to a recent Fortune article , “Walmart’s e-commerce sales rose 43 percent during the quarter, belying another myth: e-commerce and store sales are in competition with each other.”. says retailers need to achieve a level of what he calls “data intelligence.”

Digital Transformation 69

Digital Transformation Data Governance Risk Sales 69

TDAN

MARCH 15, 2022

1 In this article, I will apply it to the topic of data quality. I will do so by comparing two butterflies, each that represent a common use of data quality: firstly and most commonly in situ for existing systems, and secondly for use […]. We know the phrase, “Beauty is in the eye of the beholder.”1

Data Quality 98

Data Quality IT Data Strategy Data Governance 98

CIO Business Intelligence

JUNE 11, 2024

A 1958 Harvard Business Review article coined the term information technology, focusing their definition on rapidly processing large amounts of information, using statistical and mathematical methods in decision-making, and simulating higher order thinking through applications.

IT 135

IT Digital Transformation Broadcasting Business Objectives 135

Data Virtualization

OCTOBER 3, 2024

Howard Dresner refers to such infrastructures as “active data architecture.” The post Active Data Architecture: The Need of the Hour appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Architecture 52

Data Architecture Data Integration Management Data Governance 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

TDAN

APRIL 20, 2021

Steve Hoberman has been a long-time contributor to The Data Administration Newsletter (TDAN.com), including his The Book Look column since 2016, and his The Data Modeling Addict column years before that.

Data Governance 52

Data Governance Publishing Modeling Data Strategy 52