TDAN

APRIL 20, 2021

I published an article a few months back that was titled Where Does Data Governance Fit in a Data Strategy (and other important questions). In the article, I quickly outlined seven primary elements of a data strategy as an answer to one of the “other important questions.” The list of elements I used in that […].

Data Strategy 98

Data Strategy Strategy Data Governance Publishing 98

TDAN

JULY 20, 2021

How does Spotify win against a competitor like Apple? They use data better. Using machine learning and AI, Spotify creates value for their users by providing a more personalized experience.

Metadata 119

Metadata Machine Learning Data Architecture Data Strategy 119

TDAN

MAY 31, 2022

The main goal of creating an enterprise data fabric is not new. It is the ability to deliver the right data at the right time, in the right shape, and to the right data consumer, irrespective of how and where it is stored. Data fabric is the common “net” that stitches integrated data from multiple data […].

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Metadata Enterprise IT Data Architecture 98

TDAN

NOVEMBER 2, 2021

Answers will differ widely depending upon a business’ industry and growth strategy. It begins with establishing key parameters: What is data, who can use it, how can they use it, and why? But what […].

Data Governance 115

Data Governance Strategy Measurement IT 115

Data Virtualization

MAY 19, 2023

Reading Time: 11 minutes The post Data Strategies for Getting Greater Business Value from Distributed Data appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Strategy 52

Data Strategy Strategy Data Integration Management 52

TDAN

SEPTEMBER 17, 2019

In my last article I suggested that many organizations have approached Data Governance incorrectly using only centralize data governance teams and that approach is not working for many.

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TDAN

DECEMBER 2, 2020

Ensuring data quality is an important aspect of data management and these days, DBAs are increasingly being called upon to deal with the quality of the data in their database systems more than ever before. The importance of quality data cannot be overstated. Poor data quality costs the typical company between 10% and 20% of […].

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Data Quality Metadata Data Governance Management 90

TDAN

JANUARY 5, 2021

Cataloging items has been a process used since the early 1900s to manage large inventories, whether it be books or antics. In this age, data management has become a necessary routine. Organizations have started to uncover large sets of data in the form of Assets typically used for analysis and decision making.

Metadata 52

Metadata Management IT Data Governance 52

Rocket-Powered Data Science

MARCH 10, 2020

Ahh, that’s the topic for another article. Such a masterpiece is probably also a saga (the story of a journey), containing intrigues, strategies, and plots that move ingeniously, methodically, and economically (in three acts or less) toward some climactic ending (thus representing pathfinding ).

Metadata 250

Metadata Machine Learning ROI Prescriptive Analytics 250

TDAN

NOVEMBER 3, 2020

I delivered this series of questions focused on relating their need for an over-arching data strategy with the […]. The purpose of the Q&A was to assist her with determining the most appropriate messaging to share across the company.

Data Strategy 64

Data Strategy Strategy Data Governance Metadata 64

TDAN

MAY 17, 2022

Maybe you are one who believes 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, There is… but one… Data Governance. I know that some people will disagree with me.

Data Governance 98

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TDAN

MAY 2, 2023

At this stage, companies rightly see Data Governance and Information Governance as a large metadata puzzle. Governance implementations can be defined as a series of business rules (metadata) using terms such as system of record, subject area, Data Owners, and Data Stewards. […]

Enterprise 52

Enterprise Metadata Data Governance Data Strategy 52

CIO Business Intelligence

APRIL 29, 2022

Preparing for an artificial intelligence (AI)-fueled future, one where we can enjoy the clear benefits the technology brings while also the mitigating risks, requires more than one article. This first article emphasizes data as the ‘foundation-stone’ of AI-based initiatives. Establishing a Data Foundation. era is upon us.

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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

datapine

SEPTEMBER 29, 2022

There are a lot of strategies that you can use to improve the quality of your information. In this article, we will detail everything which is at stake when we talk about DQM: why it is essential, how to measure data quality, the pillars of good quality management, and some data quality control techniques. 2 – Data profiling.

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Data Quality Metrics Data-driven Management 241

Octopai

JANUARY 31, 2021

Incorporating data lineage into an organization’s strategy can make a huge difference when it comes to making accurate business decisions and having a handle on the information they already possess. This site offers expert knowledge and articles geared towards decision-makers in investment management firms and investment banks.

Data Governance 57

Data Governance Data Processing Data Quality Metadata 57

TDAN

DECEMBER 3, 2019

I said I thought it affected all of them pretty profoundly, but perhaps the Metadata wedge the most. Recently, I was giving a presentation and someone asked me which segment of “the DAMA wheel” did I think semantics most affected. I thought I’d spend a bit of time to reflect on the question and answer […].

Metadata 88

Metadata Data Architecture IT Data Strategy 88

CIO Business Intelligence

NOVEMBER 15, 2023

This article was co-authored by Ishan Prakash , a Manager at Metis Strategy. Once relegated to a role of support, the function now can inform entire strategies as critically as it does key processes or core products. And don’t just rattle off project metadata. Did you deploy AI to your customer service center?

Publishing 116

Publishing Reporting IT Finance 116

TDAN

JANUARY 19, 2021

It’s been a while since I’ve written about the goals and objectives of an Enterprise Data Management (EDM) Program and how organizations achieve and sustain significant improvements in fundamental data management disciplines in their journey to Great Data. In this series of columns, we’re going to explore “What Good Looks Like.”

Enterprise 52

Enterprise Strategy Management Data Quality 52

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

O'Reilly on Data

JULY 28, 2020

In this article, we turn our attention to the process itself: how do you bring a product to market? The development phases for an AI project map nearly 1:1 to the AI Product Pipeline we described in the second article of this series. Product managers for AI must satisfy these same responsibilities, tuned for the AI lifecycle.

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Data Virtualization

AUGUST 4, 2022

Reading Time: 3 minutes Last month, IDC announced that LeasePlan, a car-as-a-service company, was the winner of IDC’s European Data Strategy and Innovation awards, in the category of Data Management Excellence, for LeasePlan’s logical data fabric. This is a testament to the maturity of.

Data Strategy 52

Data Strategy Data Integration Strategy Management 52

Alation

JANUARY 26, 2023

Used correctly, it can improve internal operations, power marketing strategies, and much more. These data requirements could be satisfied with a strong data governance strategy. This article will focus on how data engineers can improve their approach to data governance. Data is a key asset for businesses in the modern world.

Data Governance 52

Data Governance Strategy Data Quality Marketing 52

Ontotext

JULY 6, 2023

This shift of both a technical and an outcome mindset allows them to establish a centralized metadata hub for their data assets and effortlessly access information from diverse systems that previously had limited interaction. internal metadata, industry ontologies, etc.) names, locations, brands, industry codes, etc.)

Cost-Benefit 52

Cost-Benefit Metadata Experimentation Risk 52

TDAN

MAY 4, 2022

This article aims to provide some practical insights gained from enterprise master data quality projects undertaken within the past […]. Getting to great data quality need not be a blood sport!

Data Quality 114

Data Quality Enterprise Metadata Data Strategy 114

AWS Big Data

APRIL 19, 2023

Utilizing strategies like data mesh generates value on a large scale. In this post, we showed how an organization can augment a data catalog with additional metadata by using ML and Neptune with an automated process. Mike is the author of two books and numerous articles. His Amazon author page

Technology 82

Technology Data-driven Machine Learning Sales 82

Ontotext

FEBRUARY 1, 2024

When our auto-categorization engine, Graphite Knowledge Studio, tags content with metadata derived from taxonomies, we also capture and store this content metadata inside the knowledge graph, thereby linking concepts to the content they describe. What do we mean by content aware knowledge graphs?

Enterprise 59

Enterprise Management Metadata Modeling 59

TDAN

NOVEMBER 5, 2019

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, […]. There is … but one … Data Governance.

Data Governance 69

Data Governance Metadata Big Data Data Strategy 69

TDAN

SEPTEMBER 5, 2023

Whether it’s financial data, personal health information, or customer data, organizations that generate and manage data must implement a comprehensive data governance strategy. Data is the lifeblood of modern organizations, and as such, it must be carefully managed and protected.

Data Governance 52

Data Governance Business Intelligence Strategy Management 52

TDAN

JULY 20, 2021

I believe that my strongest articles and columns come from opportunities to work with great companies and organization. Of course, I cannot mention their names. But there is a strong possibility that you may have some of the same opportunities in front of you. A long-time client recently told me that, for their data and […].

Data Quality 102

Data Quality Data Governance Metadata Data Strategy 102

TDAN

MARCH 16, 2021

The purpose of this article is to provide a model to conduct a self-assessment of your organization’s data environment when preparing to build your Data Governance program. Take the […].

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Data Governance Testing Modeling Data Quality 105

TDAN

JUNE 15, 2021

I debated over whether to title this article Data Governance as a Puzzle … or Data Governance is a Puzzle. I selected the first option and decided to use this article to provide a comparison of data governance and good puzzles; rather than […]. Both titles seemed to make good sense as something to write about.

Data Governance 80

Data Governance Metadata Data Strategy Strategy 80

Insight

MARCH 12, 2020

In this article, I will discuss the construction of the AIgent, from data collection to model assembly. Data Collection The AIgent leverages book synopses and book metadata. To my knowledge, the most extensive repository of synopses and metadata is Goodreads. features) and metadata (i.e. In other words, if 0.1%

Modeling 59

Modeling Metadata Publishing Sales 59

TDAN

JUNE 1, 2021

I vividly remember reading this passage from Bob Seiner’s TDAN.com article “Things I Think I Think about Data Governance”, from August 1, 2015: If we were going to remove two words from the Data Governance vocabulary, I would choose the words “assign” and “owner. When someone is designated as the “owner” of data, that implies […].

Data Governance 98

Data Governance Metadata Data Strategy Strategy 98

Domino Data Lab

APRIL 3, 2019

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. Welcome back to our monthly burst of themes and conferences.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

TDAN

FEBRUARY 14, 2023

In my November 2023 article, Waldo Where Are […] As you can probably tell from my previous columns, my thinking lately has been very focused on the issue of data curation and data governance automation. I have always been troubled by the amount of manual effort required in almost all phases of the data life cycle.

Data Governance 52

Data Governance Metadata Data Strategy Strategy 52

Cloudera

FEBRUARY 9, 2021

Partition Strategy. However, the partitioning strategy must be chosen carefully to maximize the benefits while minimizing adverse effects. We choose to keep the best partition strategies, round-robin partition in Kafka and business or timestamp column partition in Hive respectively. Avro Schema without Kafka Metadata Example. {.

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Data Warehouse Cost-Benefit Metadata Management 72