AWS Big Data

APRIL 8, 2024

Publish the table metadata to the Amazon DataZone business data catalog. Solution overview To demonstrate this new capability, we use a sample customer scenario where the finance team wants to access data owned by the sales team for financial analysis and reporting. The following diagram illustrates this workflow.

Finance 80

Finance Sales Publishing Metadata 80

CIO Business Intelligence

MARCH 6, 2024

“Salesforce has a major advantage over many of its rivals, simply because it captures so much interaction data from its user base, and as such, the models are able to be trained on a massive number of Salesforce-specific tasks and processes, and the related metadata,” said Keith Kirkpatrick, research director at The Futurum Group.

IT 116

IT Metadata Interactive Enterprise 116

IBM Big Data Hub

MAY 20, 2024

This can be particularly important in industries where data privacy and security are paramount, such as healthcare and finance. Let’s look at several strategies: Take advantage of data catalogs : Data catalogs are centralized repositories that provide a list of available data assets and their associated metadata.

Machine Learning 92

Machine Learning Modeling Strategy Digital Transformation 92

erwin

JULY 2, 2020

This matters because, as he said, “By placing the data and the metadata into a model, which is what the tool does, you gain the abilities for linkages between different objects in the model, linkages that you cannot get on paper or with Visio or PowerPoint.” We maintain business domain models in addition to the enterprise model.”.

Enterprise 122

Enterprise Modeling Metadata Data Governance 122

AWS Big Data

JANUARY 24, 2024

More data files leads to more metadata stored in manifest files, and small data files often cause an unnecessary amount of metadata, resulting in less efficient queries and higher Amazon S3 access costs. The output will give a count of the number of data and metadata files deleted. resource('s3') bucket = s3.Bucket('

Snapshot 105

Snapshot Data Lake Metadata Optimization 105

AWS Big Data

JUNE 2, 2023

This JSON file contains the migration metadata, namely the following: A list of Google BigQuery projects and datasets. The state machine iterates on the metadata from this DynamoDB table to run the table migration in parallel, based on the maximum number of migration jobs without incurring limits or quotas on Google BigQuery.

Metadata 114

Metadata Data Warehouse Big Data Testing 114

IBM Big Data Hub

DECEMBER 4, 2023

Its toolkit automates risk management, monitors models for bias and drift, captures model metadata and facilitates collaborative, organization-wide compliance. IBM watsonx.governance ™, a component of the watsonx™ platform that will be available on December 5 th , helps organizations monitor and govern the entire AI lifecycle.

Consulting 78

Consulting Risk Metadata Risk Management 78

CIO Business Intelligence

NOVEMBER 22, 2022

The fabric, especially at the active metadata level, is important, Saibene notes. A key data observability attribute is that it acts on metadata, providing a safe way to monitor data directly within applications. Data needs to be viewed as a fully functional business area, no different than HR or finance,” she claims.

Data Strategy 145

Data Strategy Strategy Enterprise Consulting 145

Alation

DECEMBER 15, 2022

August 2017: Alation debuts as a leader in the Gartner MQ for Metadata Management Solutions. August 2018: Gartner names Alation a 2X Leader in the MQ for Metadata Management Solutions. October 2019: Gartner names Alation a 3X Leader to the Gartner Magic Quadrant for Metadata Management Solutions. June 2017: Yahoo Japan Corp.

Metadata 52

Metadata Data Governance Data Quality Marketing 52

Alation

MAY 11, 2023

We’ve also had the pleasure of being recognised by peer user review site TrustRadius as a primary leader in the data catalog category, as well as in the data collaboration , data governance , and metadata management categories. Jill Woodworth has nearly 30 years of experience in finance. Prior to Peloton, as Managing Director at J.P.

B2B 52

B2B Finance Data Governance Marketing 52

Octopai

JANUARY 21, 2020

How much time has your BI team wasted on finding data and creating metadata management reports? BI groups spend more than 50% of their time and effort manually searching for metadata. The cube, supported by automated metadata management , allows you to report on cross-sections of the data and its history and context within minutes.

OLAP 56

OLAP Metadata Online Analytical Processing Data Quality 56

IBM Big Data Hub

OCTOBER 16, 2023

It includes processes that trace and document the origin of data, models and associated metadata and pipelines for audits. Positive curation means adding items from certain domains, such as finance, legal and regulatory, cybersecurity, and sustainability, that are important for enterprise users. Increase trust in AI outcomes.

Risk 73

Risk Modeling Management Metadata 73

Alation

FEBRUARY 13, 2020

Data curation is a metadata management activity and data catalogs are essential data curation technology. Data catalogs are rapidly becoming the new “gold standard” for metadata management, making metadata accessible and informative for non-technical data consumers. Who Are the Data Curators? What about Data Stewards?

Metadata 52

Metadata Data Warehouse Data Lake Data Governance 52

CIO Business Intelligence

NOVEMBER 15, 2023

And don’t just rattle off project metadata. Say that it will be integrated with more than 30 of the company’s platforms and that it will be wielded daily by over 400 employees to satisfy their objectives across Finance, HR, and Manufacturing. If your IT organization has a team dedicated to Finance, consider handing them the mic.

Publishing 124

Publishing Reporting IT Finance 124

Ontotext

APRIL 21, 2021

In the autumn 2020, one of the ‘Too Big To Fail’ global brands in finance learned a new way to lose a billion dollars in finance. That lack of dexterity in the competitive market of finance will hamper the company for years after the lawsuits are over. The lost cash and fines were only part of the problem. Conclusion.

Metadata 59

Metadata Finance Cost-Benefit Data Quality 59

IBM Big Data Hub

APRIL 10, 2023

These stakeholders may include real estate, finance, HR, and procurement teams as well as the sustainability team. The approach should be designed to provide enough metadata that key HR decision makers can identify which processes and decisions are informed by AI while maintaining anonymity and privacy in the data itself.

Strategy 90

Strategy Data Architecture Cost-Benefit Reporting 90

erwin

FEBRUARY 19, 2021

Metadata management is key to wringing all the value possible from data assets. What Is Metadata? Analyst firm Gartner defines metadata as “information that describes various facets of an information asset to improve its usability throughout its life cycle. It is metadata that turns information into an asset.”.

Metadata 110

Metadata Management Data Quality Cost-Benefit 110

Cloudera

APRIL 26, 2021

Table – Permissions granted at table scope apply to data or metadata within a given table. For example, you can allow access to a finance table to all users in the finance group, but deny access to all users in the interns group. Cell – Permissions granted at Cell scope apply to that exact cell coordinate.

Finance 94

Finance Testing Metadata Management 94

CIO Business Intelligence

MARCH 21, 2022

It doesn’t conform to a data model but does have associated metadata that can be used to group it. Finance: Data on accounts, credit and debit transactions, and similar financial data are vital to a functioning business. As in the finance sector, security and compliance are paramount concerns for data scientists.

Unstructured Data 136

Unstructured Data Data Analytics Analytics Structured Data 136

Alation

MAY 11, 2023

We’ve also had the pleasure of being recognised by peer user review site TrustRadius as a primary leader in the data catalog category, as well as in the data collaboration , data governance , and metadata management categories. Jill Woodworth has nearly 30 years of experience in finance. Prior to Peloton, as Managing Director at J.P.

B2B 40

B2B Finance Data Governance Marketing 40

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

Alation

FEBRUARY 28, 2023

Metadata is the information about data that gives it meaning and context. Teams such as finance, sales, marketing, and operations all need to provide data-derived solutions, conduct proactive transformation, and to understand their customers. Our metadata previews will also soon be available on Microsoft Teams.

Contextual Data 52

Contextual Data Metadata Data-driven Visualization 52

Octopai

JUNE 1, 2020

Enforcing finance regulations has also become a concern for BI & analytics teams. Manual Metadata Management Hinders Compliance. Having BI and analytics teams manually manage their metadata is an overwhelming, time consuming, and error-prone task. Octopai’s automated BI intelligence platform makes this process easy!

Metadata 52

Metadata Data Warehouse Data Integration Finance 52

Alation

NOVEMBER 28, 2022

They had reached out to us as they were struggling to give their finance teams self service-access to data from Oracle. Using Kloudio, they enabled their finance teams with self-service access to data. In the future, spreadsheet users will be able to curate and publish rich metadata about their spreadsheets back into the data catalog.

Metadata 52

Metadata Enterprise Cost-Benefit Finance 52

AWS Big Data

MARCH 27, 2023

Tags allows you to assign metadata to your AWS resources. Solution overview Let’s say that your company has two departments: marketing and finance. You can define your own key and value for your resource tag, so that you can easily manage and filter your resources.

Data Warehouse 87

Data Warehouse Management Snapshot Data Lake 87

datapine

SEPTEMBER 29, 2022

From customer relations to marketing, sales, and finances, being able to make informed decisions with your own data is just invaluable in today’s fast-paced world. It involves: Reviewing data in detail Comparing and contrasting the data to its own metadata Running statistical models Data quality reports. 2 – Data profiling.

Data Quality 241

Data Quality Metrics Data-driven Management 241

Alation

MARCH 1, 2023

It’s the basis for cryptocurrency, but also has applications in virtually every industry, from finance (capital markets) to retail (supply chain management) and health sciences (medical drug development). But, when we started looking at what we needed from a data catalog it was metadata management , lineage, data asset registry and more.

Data Strategy 52

Data Strategy Strategy Metadata Interactive 52

CIO Business Intelligence

SEPTEMBER 6, 2022

It took about nine weeks to set up the infrastructure, make the connection to the database, and index and understand the metadata. In a first test of the technology, he used Alation to catalog a subset of Very’s data held in an old Teradata database.

IT 94

IT Forecasting Data Lake Enterprise 94

Octopai

FEBRUARY 9, 2021

If you’re a well-rounded finance professional, your answer might in fact be: D. The impetus to invest in automated data lineage and the latest metadata management tools and technology is a blessing in disguise for forward-thinking insurance companies that want to maximize their potential for ever-greater profitability.

Insurance 52

Insurance Reporting Metadata Risk 52

CIO Business Intelligence

APRIL 27, 2022

Rajgopal adds that all customer data, metadata, and escalation data are kept on Indian soil at all times in an ironclad environment. The most affected sectors and industries were those that were most regulated—specifically, the public sector, health, and finance. The need for sovereign cloud now extends across industries.

Digital Transformation 111

Digital Transformation Metadata Risk Management 111

Octopai

OCTOBER 5, 2021

Data catalog tools that utilize automation will routinely review all metadata within your BI landscape and update your data catalog accordingly. How much will the data catalog enhance the company’s finances? But relying on users to manually update the catalog for every change will leave your catalog perpetually out-of-date.

Business Intelligence 84

Business Intelligence Software Cost-Benefit Metadata 84

Cloudera

DECEMBER 1, 2020

For example, a finance organization that is using an operational database and OLTP for predicting credit-worthiness and lifetime customer value. For example, your use case involves using Atlas for data lineage auditing and linking business taxonomies to metadata. The organization may also have components for doing OLAP.

OLAP 58

OLAP Metadata Finance Technology 58

AWS Big Data

APRIL 2, 2024

Without the right metadata and documentation, data consumers overlook valuable datasets relevant to their use case or spend more time going back and forth with data producers to understand the data and its relevance for their use case—or worse, misuse the data for a purpose it was not intended for.

Metadata 92

Metadata Metrics Data-driven Modeling 92

Alation

FEBRUARY 13, 2020

In the study, 75% of the 770 survey respondents indicated having difficulty in locating and accessing analytic content including data, models, and metadata. Data Catalog Admins are able to control levels of access for specific data sources, for example a Data Catalog Admin for the finance database.

Business Intelligence 52

Business Intelligence Machine Learning Marketing Metadata 52

AWS Big Data

JANUARY 16, 2024

Within Airflow, the metadata database is a core component storing configuration variables, roles, permissions, and DAG run histories. A healthy metadata database is therefore critical for your Airflow environment. The third component is for creating and storing backups of all configurations and metadata that is required to restore.

Strategy 103

Strategy Metadata Metrics Dashboards 103

Domino Data Lab

APRIL 3, 2019

That’s a lot of priorities – especially when you group together closely related items such as data lineage and metadata management which rank nearby. Allows metadata repositories to share and exchange. Adds governance, discovery, and access frameworks for automating the collection, management, and use of metadata.

Data Governance 84

Data Governance Machine Learning Metadata Big Data 84

IBM Big Data Hub

FEBRUARY 14, 2024

Deliver new insights Expert systems can be trained on a corpus—metadata used to train a machine learning model—to emulate the human decision-making process and apply this expertise to solve complex problems. These systems can evaluate vast amounts of data to uncover trends and patterns, and to make decisions.

Cost-Benefit 85

Cost-Benefit Insurance Unstructured Data Machine Learning 85