Smart Data Collective

AUGUST 11, 2023

One of the issues that we need to be aware of is the role of phone metadata. Our Phone Metadata Can Be a Threat to Our Data Privacy Data privacy protections against government surveillance often focus on communications content and exclude communications metadata. This can lead to some serious data privacy concerns.

Metadata 69

Metadata IT Management 69

TDAN

NOVEMBER 14, 2023

The outline in the following article will help an organization manage its metadata about itself (mission, strategies, etc.) 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.

Metadata 52

Metadata Strategy Management IT 52

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. In part two, I will discuss the “so what” aspects of data governance — that is, what types of […]

Metadata 52

Metadata Data Governance Data Quality Business Intelligence 52

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

Octopai

SEPTEMBER 14, 2020

Modern data processing depends on metadata management to power enhanced business intelligence. Metadata is of course the information about the data, and the process of managing it is mysterious to those not trained in advanced BI. In this article, you will learn: What does metadata management do? Automated Data Discovery.

Metadata 52

Metadata Management Data Processing Machine Learning 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

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. IRM UK Connects.

Metadata 52

Metadata Management Business Intelligence Data Governance 52

TDAN

MARCH 19, 2019

Metadata Governance is easiest to understand when you separate the term into its two parts – Metadata and Data Governance. These organizations make certain […].

Metadata 69

Metadata Data Governance Management IT 69

Smart Data Collective

APRIL 10, 2019

We have read many articles and watched the news about hackers breaking into websites of unsuspecting corporations and small businesses more and more often. When that happens, tens of thousands of people are put at risk for identity theft when their metadata is stolen. What is metadata and how is it used? What Metadata Contains.

Metadata 66

Metadata Risk Technology Management 66

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

CDW Research Hub

OCTOBER 16, 2019

The importance of metadata. Metadata is best defined as data that characterizes data. Metadata provides the who, what, where, when, why and how of that information. When companies have a properly engineered process to create, store and manage metadata, it benefits all focus areas of the business. WAREHOUSE_SIZE = SMALL.

Metadata 40

Metadata Cost-Benefit Metrics Marketing 40

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

SEPTEMBER 3, 2019

As I write this, I can almost hear you wail “No, no, we don’t have too much metadata, we don’t have nearly enough! We have several projects in flight to expand our use of metadata.” Sorry, I’m going to have to disagree with you there. You are on a fool’s errand that will just provide […].

Metadata 65

Metadata Data Governance Big Data Modeling 65

Octopai

OCTOBER 12, 2020

Organizations are turning to the cloud and automated metadata management tools to successfully manage their business’s data. As Jason Lemkin of Saastr so accurately put it in his blog article, The ‘Covid Boost’ for SaaS Will Last Years , “We are all living and working in the cloud.” One word for you: Cloud.

Metadata 52

Metadata Management Reporting Sales 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

Ontotext

JUNE 27, 2019

GraphDB: MongoDB Document Store Integration for Large-scale Metadata Management. For example, it’s data generated as a result of text mining algorithms that includes document metadata attributes and annotations with links to the first type of information. Choose The Best RDF Database for Metadata Management. Ontotext GraphDB.

Metadata 40

Metadata Management Enterprise Optimization 40

Ontotext

JUNE 27, 2019

For example, it’s data generated as a result of text mining algorithms that includes document metadata attributes and annotations with links to the first type of information. In this experiment, we will show high-scalability when the articles/creative works are stored in MongoDB and all reference/true graph data in GraphDB.

Metadata 40

Metadata Management Optimization Enterprise 40

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

DECEMBER 31, 2019

The Nonverbal Dilemma Nonverbal communication is composed of body gestures and vocal inflections. The words you speak are a small fraction of communication. In a 1971 book titled, “Silent Messages,” by Albert Mehrabian, the combination of non-verbal and spoken words is referred to as the 7%-38%-55% rule (source). Think of it this way.

Metadata 59

Metadata IT Data Governance Business Intelligence 59

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

APRIL 20, 2021

Many of us know what a hoarder is. There have been shows about individuals who fill their dwellings with what would be viewed as junk ton the average person. Whether they like to collect it, or simply cannot bear to part with it – or for some other reason – they surround themselves with stuff […].

Metadata 52

Metadata Risk IT Management 52

DataKitchen

OCTOBER 20, 2023

In this article, we explore the role of Payload DJs in addressing these complexities, illustrated with examples from industries like drug discovery and insurance. Payload DJs facilitate capturing metadata, lineage, and test results at each phase, enhancing tracking efficiency and reducing the risk of data loss.

Insurance 169

Insurance Metadata Data-driven Data Quality 169

Ontotext

MARCH 13, 2024

Through Ontotext Metadata Studio (OMDS), we then apply semantic content enrichment using text analysis based on our marketing vocabularies. OMDS shows the collections of all the documents we currently have, such as blog posts, events, news articles, etc. The behind-the-scenes interface Let’s see how this works.

Marketing 72

Marketing Knowledge Discovery Metadata Data-driven 72

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

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

Rocket-Powered Data Science

FEBRUARY 15, 2023

Know thy data: understand what it is (formats, types, sampling, who, what, when, where, why), encourage the use of data across the enterprise, and enrich your datasets with searchable (semantic and content-based) metadata (labels, annotations, tags). The latter is essential for Generative AI implementations. Conduct market research.

Strategy 290

Strategy Experimentation Uncertainty Machine Learning 290

Rocket-Powered Data Science

MARCH 10, 2020

Ahh, that’s the topic for another article. The training data and feature sets that feed machine learning algorithms can now be immensely enriched with tags, labels, annotations, and metadata that were inferred and/or provided naturally through the transformation of your repository of data into a graph of data.

Metadata 250

Metadata Machine Learning ROI Prescriptive Analytics 250

O'Reilly on Data

MARCH 22, 2019

We are surrounded by systems that make ethical decisions: systems approving loans, trading stocks, forwarding news articles, recommending jail sentences, and much more. In recent articles, I've suggested the ethics of artificial intelligence itself needs to be automated. That's work that hasn't been started, but it's work that needed.

Metadata 242

Metadata Advertising Insurance Modeling 242

Analytics Vidhya

MARCH 22, 2024

In this article, we will dive into the world of RAG-powered document QnA using […] The post RAG Powered Document QnA & Semantic Caching with Gemini Pro appeared first on Analytics Vidhya.

Modeling 167

Modeling Analytics Metadata 167

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

erwin

JULY 2, 2020

This article highlights some specific use cases and the results they’re experiencing within the organizations. A solution architect at a pharma/biotech company with more than 10,000 employees used erwin DI for metadata management, versioning of metadata and metadata mappings and automation.

Enterprise 122

Enterprise Modeling Metadata Data Governance 122

TDAN

NOVEMBER 1, 2022

They require proper curation and a good understanding of data/metadata, privacy/security, and technical ecosystem to be effective. They can provide the businessperson, analyst, architect, system engineer and data scientist alike the ability to look for data and understand what it contains. However, they are not magic.

Metadata 52

Metadata Data Architecture IT Data Governance 52

TDAN

DECEMBER 17, 2019

If you do a general internet search for data catalogs, all sorts of possibilities emerge. If you look closely, and ask a lot of questions, you will find that some of these products are not actually fully functional data catalogs at all. Some software products start out life-solving a specific use case related to data, […].

Metadata 52

Metadata Software Data Quality Data Integration 52

Cloudera

NOVEMBER 29, 2023

It simplifies recording model parameters, metadata, and metrics ensuring transparent bookkeeping. Next, checkout our deep dive article on hyper parameter tuning with MLFlow experiments. The Model Registry is designed to streamline these processes, offering a variety of tools and features.

Modeling 84

Modeling Machine Learning Metadata Metrics 84

Ontotext

DECEMBER 16, 2021

In this article, the second entry in our Graphs on the Ground series ( see our first article on financial services ), we will explore how knowledge graphs combat these challenges across four critical activities within the world of life sciences and pharmaceuticals. Once again, knowledge graphs lend a hand.

Metadata 98

Metadata Reporting Unstructured Data Risk 98

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

Alation

MAY 20, 2021

Alation has upgraded search with ranking that weights valuable social signals, and a new view that shares metadata alongside results. Some people really like to see metadata alongside their search results. Search Metadata: Comments, Trust Flag Text, BI custom SQL. Data search just got better. With the latest release of 2021.2,

Enterprise 52

Enterprise Metadata Data Quality Machine Learning 52