Octopai

APRIL 19, 2021

Aptly named, metadata management is the process in which BI and Analytics teams manage metadata, which is the data that describes other data. In other words, data is the context and metadata is the content. Without metadata, BI teams are unable to understand the data’s full story. Donna Burbank. TDWI – David Loshin.

Metadata 59

Metadata Management Business Intelligence Data Governance 59

Cloudera

MAY 6, 2021

In the introductory article of this series, I presented the overarching framework for quantifying the value of the Cloudera Data Platform (CDP): . The answer is, yes, there are direct, quantifiable benefits by employing cloud arbitrage strategies, in addition to the broader, strategic advantages that a multi-cloud capability has.

Strategy 92

Strategy Cost-Benefit Optimization Risk 92

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 […].

Metadata 98

Metadata Enterprise IT Data Architecture 98

TDAN

NOVEMBER 14, 2023

Organizations are driven by their mission and the underlying strategies to accomplish that mission. Organizations that fail to understand their mission and strategies will at best flounder and at worst fail. The outline in the following article will help an organization manage its metadata about itself (mission, strategies, etc.)

Metadata 52

Metadata Strategy Management IT 52

Smarten

NOVEMBER 26, 2024

These tools allow users to see and work with datasets in a way that is targeted and provides clear, actionable information for decisions and strategies. Column Metadata – Provides information on the dataset’s recency, such as the last update and publication dates.

Data Quality 64

Data Quality Machine Learning Predictive Modeling Metadata 64

erwin

DECEMBER 9, 2024

And do you have the transparency and data observability built into your data strategy to adequately support the AI teams building them? We will tackle all these burning questions and more in this article. Metadata is the basis of trust for data forensics as we answer the questions of fact or fiction when it comes to the data we see.

Metadata 52

Metadata Data Quality Sales Modeling 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.

Data Governance 76

Data Governance Metadata Data Strategy Strategy 76

Cloudera

MARCH 4, 2024

In this article, we will walk you through the process of implementing fine grained access control for the data governance framework within the Cloudera platform. In a good data governance strategy, it is important to define roles that allow the business to limit the level of access that users can have to their strategic data assets.

Metadata 52

Metadata Data Governance Management Finance 52

TDAN

APRIL 6, 2021

A metadata-driven data warehouse (MDW) offers a modern approach that is designed to make EDW development much more simplified and faster. It makes use of metadata (data about your data) as its foundation and combines data modeling and ETL functionalities to build data warehouses.

Data Warehouse 52

Data Warehouse Metadata Data-driven Modeling 52

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.

Data Quality 241

Data Quality Metrics Data-driven Management 241

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 […].

Data Quality 90

Data Quality Metadata Data Governance Management 90

TDAN

NOVEMBER 15, 2022

Common themes were the growing importance of governance metadata, especially in the areas of business value, success measurement and reduction in operational and data risk. The future lies in metadata management. Governance metadata management […].

Metadata 52

Metadata Management Data Governance Measurement 52

Domino Data Lab

JULY 2, 2019

Paco Nathan ‘s latest article covers program synthesis, AutoPandas, model-driven data queries, and more. In other words, using metadata about data science work to generate code. ” BTW, that Knuth article from 1983 was probably the first time that I ever saw the word “Web” used as a computer-related meaning.

Metadata 105

Metadata Data Science Machine Learning Data-driven 105

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.

Data Governance 145

Data Governance IT Risk Data Lake 145

FineReport

FEBRUARY 5, 2020

Metadata management. Users can centrally manage metadata, including searching, extracting, processing, storing, sharing metadata, and publishing metadata externally. The metadata here is focused on the dimensions, indicators, hierarchies, measures and other data required for business analysis. of BI pages.

Metadata 98

Metadata Dashboards Informatics Visualization 98

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

Data Governance Metadata Big Data Data Strategy 98

CIO Business Intelligence

JUNE 12, 2024

“This does work and is in use today by a growing number of companies,” says Bret Greenstein, partner and leader of the gen AI go-to-market strategy at PwC. For example, gen AI can be used to extract metadata from documents, create indexes of information and knowledge graphs, and to query, summarize, and analyze this data.

Modeling 140

Modeling Testing Cost-Benefit Metadata 140

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 83

Data Governance Data Processing Data Quality Metadata 83

AWS Big Data

SEPTEMBER 12, 2024

This platform is an advanced information retrieval system engineered to assist healthcare professionals and researchers in navigating vast repositories of medical documents, medical literature, research articles, clinical guidelines, protocol documents, activity logs, and more. We use various chunking strategies to enhance text comprehension.

Unstructured Data 108

Unstructured Data Metadata Machine Learning Consulting 108

CIO Business Intelligence

SEPTEMBER 26, 2023

No matter what your newsfeed may be, it’s likely peppered with articles about the wonders of artificial intelligence. Most recently, she headed the product team at Puppet, the infrastructure automation software company, and previously held a variety of roles in strategy, engineering, and marketing at Intel and Amazon. And rightly so.

IT 138

IT Key Performance Indicator Software Metadata 138

O'Reilly on Data

MARCH 20, 2019

They could also share their strategy with others, potentially leading to large losses for your company. Model documentation and explanation techniques : Model documentation is a risk-mitigation strategy that has been used for decades in banking. If you are using a two-stage model, be aware of an “allergy” attack.

Modeling 278

Modeling Machine Learning Predictive Modeling Consulting 278

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

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 Governance 88

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

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

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

Cloudera

NOVEMBER 8, 2022

Ozone is also highly available — the Ozone metadata is replicated by Apache Ratis, an implementation of the Raft consensus algorithm for high-performance replication. In this article, we discuss the Pipeline V2 implementation and the major performance improvement demonstrated with the benchmark results. Benchmarks.

Metadata 84

Metadata Data-driven Management Optimization 84

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 124

Publishing Reporting IT Finance 124

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

JULY 28, 2023

To successfully respond to a data subject’s requests, organizations should have a clear strategy to determine how data is forgotten, flagged, anonymized, or deleted, and they should have clear guidelines in place for data audits. Note that putting a comprehensive data strategy in place is not in scope for this post.

Snapshot 91

Snapshot Metadata Measurement Data Warehouse 91

datapine

JANUARY 31, 2022

Renowned author Bernard Marr wrote an insightful article about Shell’s journey to become a fully data-driven company. As a result of the relocation, the analytics team analyzed metadata attached to employee calendars and found a 46% decrease in meeting travel time which translated into estimated savings of $520,000 per year in employee time.

Business Intelligence 214

Business Intelligence Analytics Cost-Benefit ROI 214

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 […].

Data Governance 105

Data Governance Testing Modeling Data Quality 105

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.

Machine Learning 84

Machine Learning Data Governance Metadata Data Science 84

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 Metadata Data Governance Data Strategy 102

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

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

Alation

SEPTEMBER 1, 2022

A strong product strategy, roadmap, and powerful collaborative features were all reasons cited for our strong showing. Activating metadata within a data intelligence platform surfaces key insights and unburden experts from tedious manual work. BARC has named Alation a leader in the new BARC Score Data Intelligence Platforms Report.

Reporting 52

Reporting Metadata Data Governance Interactive 52