erwin

OCTOBER 8, 2020

That means your cloud data assets must be available for use by the right people for the right purposes to maximize their security, quality and value. Why You Need Cloud Data Governance. Regulatory compliance is also a major driver of data governance (e.g., GDPR, CCPA, HIPAA, SOX, PIC DSS).

Data Governance 145

Data Governance Metadata Testing Data Lake 145

erwin

JANUARY 9, 2020

It is a tried-and-true practice for lowering data management costs, reducing data-related risks, and improving the quality and agility of an organization’s overall data capability. Today’s data modeling is not your father’s data modeling software. erwin Data Modeler: Where the Magic Happens.

Data Governance 144

Data Governance Modeling Metadata Unstructured Data 144

CIO Business Intelligence

MARCH 24, 2023

Data governance definition Data governance is a system for defining who within an organization has authority and control over data assets and how those data assets may be used. It encompasses the people, processes, and technologies required to manage and protect data assets.

Data Governance 142

Data Governance Management Metadata Data Quality 142

erwin

MARCH 4, 2021

Modern data governance is a strategic, ongoing and collaborative practice that enables organizations to discover and track their data, understand what it means within a business context, and maximize its security, quality and value. The What: Data Governance Defined. Data governance has no standard definition.

Data Governance 122

Data Governance Digital Transformation Data-driven Cost-Benefit 122

erwin

OCTOBER 29, 2020

Automating data governance is key to addressing the exponentially growing volume and variety of data. Data readiness is everything. Data readiness depends on automation to create the data pipeline. We asked participants to “talk to us about data value chain bottlenecks.”

Data Governance 105

Data Governance Metadata Digital Transformation ROI 105

CIO Business Intelligence

SEPTEMBER 19, 2024

It will do this, it said, with bidirectional integration between its platform and Salesforce’s to seamlessly delivers data governance and end-to-end lineage within Salesforce Data Cloud. Alation is a founding member, along with Collibra.

Data Governance 123

Data Governance Metadata Unstructured Data Structured Data 123

AWS Big Data

DECEMBER 19, 2024

HEMA built its first ecommerce system on AWS in 2018 and 5 years later, its developers have the freedom to innovate and build software fast with their choice of tools in the AWS Cloud. These services are individual software functionalities that fulfill a specific purpose within the company.

Data Governance 52

Data Governance Publishing Data-driven Metadata 52

CIO Business Intelligence

APRIL 29, 2022

This first article emphasizes data as the ‘foundation-stone’ of AI-based initiatives. Establishing a Data Foundation. The shift away from ‘Software 1.0’ where applications have been based on hard-coded rules has begun and the ‘Software 2.0’ era is upon us. Addressing the Challenge.

Data Governance 145

Data Governance IT Data Lake Risk 145

O'Reilly on Data

MARCH 18, 2020

Whether it’s controlling for common risk factors—bias in model development, missing or poorly conditioned data, the tendency of models to degrade in production—or instantiating formal processes to promote data governance, adopters will have their work cut out for them as they work to establish reliable AI production lines.

Enterprise 349

Enterprise Deep Learning Data Governance Risk 349

David Menninger's Analyst Perspectives

NOVEMBER 19, 2024

I previously explained that data observability software has become a critical component of data-driven decision-making. Data observability addresses one of the most significant impediments to generating value from data by providing an environment for monitoring the quality and reliability of data on a continual basis.

Data Quality 130

Data Quality Dashboards Data-driven Software 130

David Menninger's Analyst Perspectives

MAY 20, 2021

version, introducing new data governance capabilities, enhancements in search and discovery through data domains, and extended connector and query coverage for data sources. And, with the addition of the Open Connector Framework software development kit in the 2021.1

Data Governance 286

Data Governance Software IT Machine Learning 286

CIO Business Intelligence

MARCH 25, 2025

For this reason, organizations with significant data debt may find pursuing many gen AI opportunities more challenging and risky. What CIOs can do: Avoid and reduce data debt by incorporating data governance and analytics responsibilities in agile data teams , implementing data observability , and developing data quality metrics.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

Smart Data Collective

JANUARY 8, 2021

Data governance is going to be one of the most crucial things in the future as we work towards more adoption of artificial intelligence and machine learning. An artificial intelligence robot is a piece of software that was made to make human-like decisions. This will only work if they have access to that unlimited data.

Data Governance 144

Data Governance Machine Learning Statistics Advertising 144

AWS Big Data

FEBRUARY 29, 2024

Data is your generative AI differentiator, and a successful generative AI implementation depends on a robust data strategy incorporating a comprehensive data governance approach. Data governance is a critical building block across all these approaches, and we see two emerging areas of focus.

Data Governance 124

Data Governance Unstructured Data Metadata Data Lake 124

CIO Business Intelligence

NOVEMBER 17, 2022

By Milan Shetti, CEO Rocket Software In today’s fast-paced digital business world, organizations have become highly adaptive and agile to keep up with the ever-evolving demands of consumers and the market. IT professionals tasked with managing, storing, and governing the vast amount of incoming information need help.

Software 144

Software Management Digital Transformation Data Governance 144

CIO Business Intelligence

JUNE 9, 2023

The ever-increasing emphasis on data and analytics has organizations paying more attention to their data governance strategies these days, as a recent Gartner survey found that 63% of data and analytics leaders say their organizations are increasing investment in data governance. The reason?

Data Governance 105

Data Governance Cost-Benefit Data-driven Publishing 105

O'Reilly on Data

FEBRUARY 11, 2020

They have too many different data sources and too much inconsistent data. They don’t have the resources they need to clean up data quality problems. The building blocks of data governance are often lacking within organizations. In other words, the sheer preponderance of data sources isn’t a bug: it’s a feature.

Data Quality 363

Data Quality Metadata Data Governance Publishing 363

CIO Business Intelligence

JULY 23, 2023

The answer for many businesses has been automation, with countless large and highly regulated organizations turning to automation software to even the content management and compliance playing field. Adopt continuous auditing and analytics Data must be monitored and governed throughout its entire lifecycle. Data Management

Data Governance 98

Data Governance Unstructured Data Cost-Benefit Machine Learning 98

O'Reilly on Data

APRIL 25, 2019

The O’Reilly Data Show Podcast: Neelesh Salian on data lineage, data governance, and evolving data platforms. In this episode of the Data Show , I spoke with Neelesh Salian , software engineer at Stitch Fix , a company that combines machine learning and human expertise to personalize shopping.

Machine Learning 266

Machine Learning Data Governance Software Technology 266

Smart Data Collective

APRIL 24, 2023

We hear a lot about the fundamental changes that big data has brought. However, we don’t often hear about the server side of dealing with big data. Servers Play a Crucial Role in Big Data Governance In today’s digital age, the data stored on servers is critical for businesses of all sizes.

Data-driven 119

Data-driven Software Big Data Data Governance 119

erwin

NOVEMBER 6, 2020

Prashant Parikh, erwin’s Senior Vice President of Software Engineering, talks about erwin’s vision to automate every aspect of the data governance journey to increase speed to insights. Although AI and ML are massive fields with tremendous value, erwin’s approach to data governance automation is much broader.

Data Governance 97

Data Governance Metadata Data-driven Visualization 97

CIO Business Intelligence

FEBRUARY 6, 2025

In life sciences, simple statistical software can analyze patient data. Its about investing in skilled analysts and robust data governance. This means fostering a culture of data literacy and empowering analysts to critically evaluate the tools and techniques at their disposal. You get the picture.

Unstructured Data 115

Unstructured Data Manufacturing Data Governance Sales 115

DataKitchen

APRIL 13, 2021

We have also included vendors for the specific use cases of ModelOps, MLOps, DataGovOps and DataSecOps which apply DataOps principles to machine learning, AI, data governance, and data security operations. . QuerySurge – Continuously detect data issues in your delivery pipelines. Process Analytics. Meta-Orchestration .

Testing 304

Testing Machine Learning Consulting Data Science 304

CIO Business Intelligence

DECEMBER 20, 2024

Data streaming is data flowing continuously from a source to a destination for processing and analysis in real-time or near real-time. A container orchestration system, such as open-source Kubernetes, is often used to automate software deployment, scaling, and management. Ensure data governance and compliance.

Data Architecture 122

Data Architecture Management Consulting Internet of Things 122

AWS Big Data

AUGUST 13, 2024

Amazon DataZone has announced a set of new data governance capabilities—domain units and authorization policies—that enable you to create business unit-level or team-level organization and manage policies according to your business needs. Data domains form a foundational pillar in data governance frameworks.

Data Governance 119

Data Governance Metadata Enterprise Sales 119

Cloudera

SEPTEMBER 23, 2022

Cloud computing allows for on-demand provisioning of infrastructure and services, however there are two ways that you can deploy a data lakehouse: First, you can build and configure a data lakehouse within your cloud account, in a manner known as Platform as a Service (PaaS). SaaS data lakehouses.

Data Governance 109

Data Governance Strategy Enterprise Cost-Benefit 109

datapine

DECEMBER 11, 2019

“Software as a service” (SaaS) is becoming an increasingly viable choice for organizations looking for the accessibility and versatility of software solutions and online data analysis tools without the need to rely on installing and running applications on their own computer systems and data centers.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

O'Reilly on Data

FEBRUARY 4, 2019

Our survey showed that companies are beginning to build some of the foundational pieces needed to sustain ML and AI within their organizations: Solutions, including those for data governance, data lineage management, data integration and ETL, need to integrate with existing big data technologies used within companies.

Machine Learning 279

Machine Learning Enterprise IoT Big Data 279

CIO Business Intelligence

NOVEMBER 29, 2022

By Milan Shetti, CEO Rocket Software If we’ve learned anything over the last few years facing a global pandemic, stalled supply chains, rising inflation, and sinking economies, it’s that change is the new normal in today’s markets. In response, organizations have invested heavily in digital transformation.

Data Governance 98

Data Governance Digital Transformation Forecasting Software 98

CIO Business Intelligence

NOVEMBER 21, 2022

By Milan Shetti, CEO Rocket Software If you ask business leaders to name their company’s most valuable asset, most will say data. But while businesses recognize the value of data, few have the processes and tools in place to access its full potential.

Software 98

Software Management Unstructured Data Data Governance 98

AWS Big Data

NOVEMBER 20, 2024

For example, one of our customers, Bristol Myers Squibb (BMS), leverages Amazon DataZone to address their specific data governance needs. This feature also supports metadata enforcement for subscription requests of a data product. For instructions on how to set this up, refer to Amazon DataZone data products.

Metadata 97

Metadata Data Governance Metrics Marketing 97

DataKitchen

NOVEMBER 18, 2021

If you have worked in the big data industry, you will likely resonate with the survey participants. Data engineering resembles software engineering in certain respects, but data engineers have not adopted the best practices that software engineering has been perfecting for decades. Blaming and finger-pointing.

Testing 246

Testing Data Governance Measurement Software 246

DataKitchen

DECEMBER 7, 2021

Disrupting Data Governance: A Call to Action, by Laura B. If your data nerd is all about bucking the status quo, Disrupting Data Governance is the book for them. ???. The old adage “if ain’t broke don’t fix it” doesn’t apply to data governance. Author Laura B.

Data-driven 246

Data-driven Data Governance Big Data Data Science 246

O'Reilly on Data

MAY 21, 2019

Developers will find themselves increasingly building software that has ML elements. Thus, many developers will need to curate data, train models, and analyze the results of models. With that said, we are still in a highly empirical era for ML: we need big data, big models, and big compute. Marquez (WeWork) and Databook (Uber).

Machine Learning 279

Machine Learning Technology Deep Learning Data Science 279

Cloudera

AUGUST 4, 2021

And if data security tops IT concerns, data governance should be their second priority. Not only is it critical to protect data, but data governance is also the foundation for data-driven businesses and maximizing value from data analytics. But it’s still not easy. But it’s still not easy.

Data Governance 86

Data Governance Metadata Data-driven Enterprise 86