datapine

SEPTEMBER 29, 2022

More generally, low-quality data can impact productivity, bottom line, and overall ROI. We’ll get into some of the consequences of poor-quality data in a moment. However, let’s make sure not to get caught in the “quality trap,” because the ultimate goal of DQM is not to create subjective notions of what “high-quality” data is.

Data Quality 241

Data Quality Metrics Data-driven Management 241

erwin

OCTOBER 4, 2021

Metadata management is essential to becoming a data-driven organization and reaping the competitive advantage your organization’s data offers. Gartner refers to metadata as data that is used to enhance the usability, comprehension, utility or functionality of any other data point. How the data has changed.

Metadata 52

Metadata Software Management Visualization 52

Alation

FEBRUARY 17, 2023

This past week, I had the pleasure of hosting Data Governance for Dummies author Jonathan Reichental for a fireside chat , along with Denise Swanson , Data Governance lead at Alation. Can you have proper data management without establishing a formal data governance program?

Data Governance 52

Data Governance Data Quality Metadata Cost-Benefit 52

Alation

FEBRUARY 20, 2020

With an on-premise deployment, enterprises have full control over data security, data access, and data governance. Without business context, business users are less likely to use the data lake and insights will be hard to come by. In The Alation Data Catalog adding S3 is simple. Conclusion.

Data Lake 52

Data Lake ROI Metadata Cost-Benefit 52

Jen Stirrup

MARCH 29, 2023

It can give business-oriented data strategy for business leaders to help drive better business decisions and ROI. It can also increase productivity by enabling the business to find the data they need when the business teams need it. First, it can provide continuous transformation opportunities for the organization.

Data Warehouse 121

Data Warehouse Metadata Data Integration Business Intelligence 121

CDW Research Hub

MAY 29, 2019

Data governance helps organizations manage their information and answer questions about business performance, allowing them to better understand data, and govern it to mitigate compliance risks and empower information stakeholders. Checklist: Building an Enterprise Data Governance Program.

Data Governance 40

Data Governance Data Quality Metadata ROI 40

erwin

DECEMBER 20, 2018

The driving factors behind data governance adoption vary. Whether implemented as preventative measures (risk management and regulation) or proactive endeavors (value creation and ROI), the benefits of a data governance initiative is becoming more apparent. Defining Data Governance.

Data Governance 40

Data Governance ROI Risk Management Metadata 40

erwin

AUGUST 31, 2023

It delivers the ability to capture and unify the business and technical perspectives of data assets, enables effective collaboration between a variety of stakeholders, and delivers metadata-driven automation to accelerate the creation and maintenance of data sources on virtually any data management platform.

Data-driven 98

Data-driven Modeling Enterprise Structured Data 98

Cloudera

OCTOBER 11, 2021

Modak’s Nabu is a born in the cloud, cloud-neutral integrated data engineering platform designed to accelerate the journey of enterprises to the cloud. Modak empowers organizations to maximize their ROI from existing analytics infrastructure through interoperability. Cloud Speed and Scale.

Data Lake 95

Data Lake Cost-Benefit Data-driven Dashboards 95

Alation

MARCH 31, 2023

“The most common roadblocks to the success of D&A initiatives are all human-related challenges,” they noted, citing: Skills shortages Lack of business engagement Difficulty accepting change Poor data literacy throughout the organization With D&A leaders under increasing pressure to show ROI, business alignment is critical.

Data Analytics 52

Data Analytics Analytics Metadata Data Governance 52

AWS Big Data

MARCH 7, 2023

Analytics reference architecture for gaming organizations In this section, we discuss how gaming organizations can use a data hub architecture to address the analytical needs of an enterprise, which requires the same data at multiple levels of granularity and different formats, and is standardized for faster consumption.

Analytics 78

Analytics Data Warehouse Data Lake Metadata 78

Alation

SEPTEMBER 1, 2022

What’s worse, those best equipped to help are too busy: 55% of respondents stated that, “the few available data experts with business domain expertise have neither the time for nor the inclination to prioritize this task.”. Get the new IDC Marketscape for Data Catalogs to learn more. What goes into a Data Intelligence Platform?

Reporting 52

Reporting Metadata Data Governance Interactive 52

Octopai

JANUARY 19, 2021

Octopai can fully map the BI landscape and trace metadata movement in a mixed environment including complex multi-vendor landscapes. The company was recognized as a Gartner Cool Vendor for Data Science and Machine Learning in 2018 and their investors include North First Ventures, Gefen Capital and iAngels.

Metadata 52

Metadata ROI Machine Learning Data Quality 52

Alation

MARCH 11, 2022

This begins with a fundamental shift around how people see data as well as their own relationship to it. First thing: Data is a powerful asset. Consider it now, too, as a product, which, if used correctly and by the right people, can provide real ROI. These are your new data producers. So where do people factor in?

Metadata 52

Metadata Data Governance ROI Data Quality 52

Domino Data Lab

AUGUST 8, 2019

In this episode I’ll cover themes from Sci Foo and important takeaways that data science teams should be tracking. First and foremost: there’s substantial overlap between what the scientific community is working toward for scholarly infrastructure and some of the current needs of data governance in industry. We did it again.”.

Data Science 71

Data Science Machine Learning Data Governance Statistics 71

AWS Big Data

JULY 24, 2024

They often provide additional information to augment the data in event tables. For example, an entity table could be a product table that contains product metadata and joins to a transaction event table on a product_id. Key considerations Organizations need strong data governance.

Data Warehouse 110

Data Warehouse Cost-Benefit Marketing Testing 110

Cloudera

NOVEMBER 12, 2020

Over-sizing” helps during times of peak demand but justifying the ROI for such over-provisioning is next to impossible. Inability to maintain context – This is the worst of them all because every time a data set or workload is re-used, you must recreate its context including security, metadata, and governance.

Data Warehouse 104

Data Warehouse Reporting Risk Cost-Benefit 104

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. Check to what extent the data catalog software is automated – both for initial catalog creation and for ongoing updates. Return on investment (ROI).

Business Intelligence 98

Business Intelligence Software Cost-Benefit Metadata 98

IBM Big Data Hub

AUGUST 4, 2023

Data democratization instead refers to the simplification of all processes related to data, from storage architecture to data management to data security. It also requires an organization-wide data governance approach, from adopting new types of employee training to creating new policies for data storage.

Data Architecture 59

Data Architecture Data Lake Machine Learning Data Governance 59

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

Alation

FEBRUARY 20, 2020

After investing in self-service analytic tooling, organizations are now turning their attention to linking infrastructure and tooling to data-driven decisions. The Forrester Wave : Machine Learning Data Catalogs, Q2 2018. Thus, MLDCs are demonstrating ROI in many cases within four weeks.

Machine Learning 52

Machine Learning Marketing Reporting Metadata 52

Alation

FEBRUARY 13, 2020

” It’s just turned a corner: Now, thanks in part to things like Gartner telling companies, in the next year, by 2020, if you have a data catalog, you’re going to see twice the ROI from your existing data investments than if you don’t. This is certified data. ” It just turned on a dime.

ROI 52

ROI Data-driven Finance Data Quality 52

Andrew White

JANUARY 11, 2021

See The Future of Data and Analytics: Reengineering the Decision, 2025. You mentioned a few times that most enterprises are not good at data governance. Data Governance has not only D&A and software angle but has a lot of process angle. Which tools would you recommend for getting governance in place?

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

Alation

AUGUST 2, 2022

Legacy technologies, siloed data, and manual processes make securing data and protecting privacy much more expensive and risky. After investing to develop these critical customer insights, a security breach can quickly damage trust and compromise the value of that data. Data discovery was conducted 67% times faster.

Cost-Benefit 52

Cost-Benefit Metrics Strategy Data Lake 52

Andrew White

JANUARY 9, 2022

Could you precise to which complementary research you mentioned when you talked about a data governance survey ? – Here is the one I mentioned during the webinar: The State of Data and Analytics Governance Is Worse Than You Think. – Data (and analytics) governance remains a challenge.

Analytics 64

Analytics Measurement Data-driven Modeling 64

TDAN

OCTOBER 19, 2021

There’s an impossible amount of information thrown at us every day. Our jobs, calls, emails, news media, dashboards, more emails, Slack, LinkedIn, and all the rest all take up a substantial portion of our mental energy. But, without that information coming in, we’d be clueless about our surroundings.

Dashboards 52

Dashboards ROI Metadata Data Governance 52

Data Virtualization

OCTOBER 18, 2022

Reading Time: 4 minutes “Le roi est mort, vive le roi.” The post The Data Warehouse is Dead, Long Live the Data Warehouse, Part I appeared first on Data Virtualization blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Warehouse 98

Data Warehouse ROI Data Integration Internet of Things 98

Cloudera

OCTOBER 10, 2024

The open data lakehouse is quickly becoming the standard architecture for unified multifunction analytics on large volumes of data. It combines the flexibility and scalability of data lake storage with the data analytics, data governance, and data management functionality of the data warehouse.

Optimization 84

Optimization Snapshot Data Lake Cost-Benefit 84

AWS Big Data

MARCH 21, 2025

To strike a fine balance of democratizing data and AI access while maintaining strict compliance and regulatory standards, Amazon SageMaker Data and AI Governance is built into SageMaker Unified Studio. The table metadata is managed by Data Catalog. Data analysts discover the data and subscribe to the data.

Data Warehouse 89

Data Warehouse Metadata Publishing Sales 89