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. . It orchestrates complex pipelines, toolchains, and tests across teams, locations, and data centers.

Testing 300

Testing Machine Learning Consulting Data Science 300

erwin

APRIL 2, 2021

How can companies protect their enterprise data assets, while also ensuring their availability to stewards and consumers while minimizing costs and meeting data privacy requirements? Data Security Starts with Data Governance. Lack of a solid data governance foundation increases the risk of data-security incidents.

Data Governance 106

Data Governance Cost-Benefit Metadata Risk 106

CIO Business Intelligence

MARCH 19, 2025

Yet, while businesses increasingly rely on data-driven decision-making, the role of chief data officers (CDOs) in sustainability remains underdeveloped and underutilized. For example, reducing redundant data storage or optimizing cloud resource usage can lead to financial and environmental benefits.

IT 59

IT Data Governance Data-driven Metrics 59

CIO Business Intelligence

JULY 23, 2024

This included systems that, developed in Cobol, connected private information from a “dizzying number of agencies” — which is why the Government Accountability Office in 2019 flagged it as among the 10 systems most in need of modernization. Now, add data, ML, and AI to the areas driving stress across the organization.

Risk 142

Risk IT Risk Management Cost-Benefit 142

Cloudera

NOVEMBER 2, 2021

Becoming a data-driven organization is not exactly getting any easier. Businesses are flooded with ever more data. Although it is true that more data enables more insight, the effort needed to separate the wheat from the chaff grows exponentially. Data governance: three steps to success. Know what data you have.

Data Governance 97

Data Governance Data-driven Data Processing Risk 97

O'Reilly on Data

FEBRUARY 4, 2019

Given the end-to-end nature of many data products and applications, sustaining ML and AI requires a host of tools and processes, ranging from collecting, cleaning, and harmonizing data, understanding what data is available and who has access to it, being able to trace changes made to data as it travels across a pipeline, and many other components.

Machine Learning 279

Machine Learning Enterprise IoT Big Data 279

AWS Big Data

JANUARY 15, 2025

Their terminal operations rely heavily on seamless data flows and the management of vast volumes of data. Recently, EUROGATE has developed a digital twin for its container terminal Hamburg (CTH), generating millions of data points every second from Internet of Things (IoT)devices attached to its container handling equipment (CHE).

IoT 100

IoT Machine Learning Metadata Data-driven 100

CIO Business Intelligence

JUNE 11, 2024

One reason CEOs restructure new digital, data, AI, or experience departments with separate C-level leaders is if IT is underperforming and the CIO isn’t driving transformation. That definition was well ahead of its time and forecasted the current era’s machine learning and generative AI capabilities.

IT 136

IT Digital Transformation Broadcasting Business Objectives 136

datapine

DECEMBER 11, 2019

SaaS is a software distribution model that offers a lot of agility and cost-effectiveness for companies, which is why it’s such a reliable option for numerous business models and industries. Today, most companies are in the process of implementing various business intelligence strategies, turning to SaaS BI tools to assist them in their efforts.

Software 314

Software Cost-Benefit Data-driven Data Processing 314

Alation

JANUARY 20, 2022

In Ryan’s “9-Step Process for Better Data Quality” he discussed the processes for generating data that business leaders consider trustworthy. To be clear, data quality is one of several types of data governance as defined by Gartner and the Data Governance Institute.

Data Quality 94

Data Quality Data Governance Metrics Statistics 94

AWS Big Data

OCTOBER 21, 2024

Let’s briefly describe the capabilities of the AWS services we referred above: AWS Glue is a fully managed, serverless, and scalable extract, transform, and load (ETL) service that simplifies the process of discovering, preparing, and loading data for analytics.

Sales 104

Sales Data-driven Data Processing Key Performance Indicator 104

Cloudera

DECEMBER 4, 2024

It is a powerful deployment environment that enables you to integrate and deploy generative AI (GenAI) and predictive models into your production environments, incorporating Cloudera’s enterprise-grade security, privacy, and data governance. This is where the Cloudera AI Inference service comes in. Why did we build it?

Metrics 73

Metrics Data Processing Machine Learning Deep Learning 73

Cloudera

OCTOBER 1, 2022

According to Gartner, by 2023 65% of the world’s population will have their personal data covered under modern privacy regulations. . As a result, growing global compliance and regulations for data are top of mind for enterprises that conduct business worldwide. Sam Charrington, founder and host of the TWIML AI Podcast.

Data Governance 75

Data Governance Strategy Enterprise Machine Learning 75

AWS Big Data

OCTOBER 30, 2024

Amazon DataZone natively integrates with Amazon-specific options like Amazon Athena , Amazon Redshift , and Amazon SageMaker , allowing users to analyze their project governed data. After connecting, you can query, visualize, and share data—governed by Amazon DataZone—within the tools you already know and trust.

Visualization 115

Visualization Data Lake Testing Data Governance 115

CIO Business Intelligence

NOVEMBER 16, 2022

Brown recently spoke with CIO Leadership Live host Maryfran Johnson about advancing product features via sensor data, accelerating digital twin strategies, reinventing supply chain dynamics and more. Of course, the end-to-end consumer journey is always a work in progress at Whirlpool, which began prior to Brown’s arrival.

IT 133

IT Modeling Digital Transformation Data Governance 133

CIO Business Intelligence

NOVEMBER 4, 2024

Facing increasing demand and complexity CIOs manage a complex portfolio spanning data centers, enterprise applications, edge computing, and mobile solutions, resulting in a surge of apps generating data that requires analysis. Business analysts Gartner reports that the time to recruit a new employee has increased by 18%.

Finance 89

Finance Sales Reporting Optimization 89

Cloudera

SEPTEMBER 8, 2022

The management of data assets in multiple clouds is introducing new data governance requirements, and it is both useful and instructive to have a view from the TM Forum to help navigate the changes. . What’s new in data governance for telco? In the past, infrastructure was simply that — infrastructure.

Data Governance 79

Data Governance B2B Data Architecture IoT 79

erwin

JULY 22, 2020

Fostering organizational support for a data-driven culture might require a change in the organization’s culture. Recently, I co-hosted a webinar with our client E.ON , a global energy company that reinvented how it conducts business from branding to customer engagement – with data as the conduit. As an example, E.ON

Data-driven 136

Data-driven Data Governance Digital Transformation Data Processing 136

AWS Big Data

DECEMBER 4, 2024

In today’s rapidly evolving financial landscape, data is the bedrock of innovation, enhancing customer and employee experiences and securing a competitive edge. Like many large financial institutions, ANZ Institutional Division operated with siloed data practices and centralized data management teams.

Metadata 93

Metadata Data Governance Data Quality Data-driven 93

AWS Big Data

OCTOBER 29, 2024

With over 10 PB of data across 1,500 data assets, 1,000 data use cases, and more than 9000 users, the BMW CDH has become a resounding success since BMW decided to build it in a strategic collaboration with Amazon Web Services (AWS) in 2020. This led to inefficiencies in data governance and access control.

Data Lake 88

Data Lake Sales Metadata Machine Learning 88

Cloudera

MARCH 9, 2021

While Cloudera Data Platform (CDP) already supports the entire data lifecycle from ‘Edge to AI’, we at Cloudera are fully aware that enterprises have more systems outside of CDP. The following is a very simple but common data pipeline scenario: A source system (e.g. h load-node-0 <-- host name of the server. -e

Data Governance 97

Data Governance Metadata Enterprise Data Processing 97

CIO Business Intelligence

NOVEMBER 21, 2023

After all, 41% of employees acquire, modify, or create technology outside of IT’s visibility , and 52% of respondents to EY’s Global Third-Party Risk Management Survey had an outage — and 38% reported a data breach — caused by third parties over the past two years. That’s not to downplay the inherent risks of shadow IT.

IT 137

IT Risk Cost-Benefit Data Science 137

CIO Business Intelligence

JANUARY 4, 2023

Companies across industries are committing to maximizing sustainability within their operations — and IT is at the heart of most of these efforts. In its Worldwide Sustainability/ESG 2023 Predictions , analyst firm IDC sees digital and sustainability transformations converging. Now is no time for sideline sitting, however.

IT 131

IT Internet of Things Reporting Cost-Benefit 131

erwin

AUGUST 19, 2020

That’s why we look forward to bringing together erwin’s global community of users, partners, prospects and friends to engage and explore ideas, experiences, trends and technologies driving data modeling (DM), data governance and intelligence (DI), and enterprise architecture/business process modeling (EA/BP).

Data Processing 141

Data Processing Data Governance Enterprise Modeling 141

datapine

MARCH 25, 2019

With so much data and so little time, knowing how to collect, curate, organize, and make sense of all of this potentially business-boosting information can be a minefield – but online data analysis is the solution. Top 10 Data Analysis Methods & Techniques. Now that we’ve answered the question, ‘what is data analysis?’,

Key Performance Indicator 217

Key Performance Indicator Statistics Big Data Visualization 217

CIO Business Intelligence

FEBRUARY 28, 2024

So by using the company’s data, a general-purpose language model becomes a useful business tool. And not only do companies have to get all the basics in place to build for analytics and MLOps, but they also need to build new data structures and pipelines specifically for gen AI. They need stability. They’re not great for knowledge.”

IT 131

IT Consulting Modeling Enterprise 131

Alation

NOVEMBER 23, 2021

The same could be said about data governance : ask ten experts to define the term, and you’ll get eleven definitions and perhaps twelve frameworks. However it’s defined, data governance is among the hottest topics in data management. This is the final post in a four-part series discussing data culture.

Data Governance 52

Data Governance Data-driven Data Processing Metrics 52

Alation

JULY 6, 2021

Common Data Governance Challenges. Every enterprise runs into data governance challenges eventually. Issues like data visibility, quality, and security are common and complex. Data governance is often introduced as a potential solution. And one enterprise alone can generate a world of data.

Data Governance 52

Data Governance Metadata Data Quality Risk 52

CIO Business Intelligence

JUNE 11, 2024

Arnal Dayaratna, research vice president for software development at IDC, said the move to connect to models hosted by AWS and Google marks a notable step forward in deepening the integration of generative AI capabilities into the company’s platform.

Data Governance 119

Data Governance Data Processing Modeling Machine Learning 119

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

DataRobot

JUNE 11, 2021

When I offered recent podcast guest Cindi Howson the opinion that data science has become much simpler, she had a ready response: “Are you telling me it’s not hard anymore?”. But Howson knows her data science. It is also important that data scientists have a detailed understanding of the business they’re working in.

Data Processing 52

Data Processing Scorecard Data Science Metrics 52

erwin

JANUARY 3, 2019

With this in mind, the erwin team has compiled a list of the most valuable data governance, GDPR and Big data blogs and news sources for data management and data governance best practice advice from around the web. Top 7 Data Governance, GDPR and Big Data Blogs and News Sources from Around the Web. . —

Data Governance 53

Data Governance Big Data Data-driven Data Processing 53

CIO Business Intelligence

OCTOBER 17, 2024

So, we aggregated all this data, applied some machine learning algorithms on top of it and then fed it into large language models (LLMs) and now use generative AI (genAI), which gives us an output of these care plans. We had a kind of small data warehouse on-prem. But the biggest point is data governance. That is key.

Management 111

Management Insurance ROI Cost-Benefit 111

Alation

MAY 31, 2023

The Data Governance & Information Quality Conference (DGIQ) is happening soon — and we’ll be onsite in San Diego from June 5-9. If you’re not familiar with DGIQ, it’s the world’s most comprehensive event dedicated to, you guessed it, data governance and information quality. The best part?

Data Governance 52

Data Governance Insurance Metadata Data-driven 52

Alation

OCTOBER 28, 2021

Healthcare is changing, and it all comes down to data. Data & analytics represents a major opportunity to tackle these challenges. Indeed, many healthcare organizations today are embracing digital transformation and using data to enhance operations. In other words, they use data to heal more people and save more lives.

Data Governance 52

Data Governance Measurement Data Quality Metrics 52

CIO Business Intelligence

OCTOBER 2, 2024

Technology leaders want to harness the power of their data to gain intelligence about what their customers want and how they want it. This is why the overall data and analytics (D&A) market is projected to grow astoundingly and expected to jump to $279.3 billion by 2030. Is it wholly and easily auditable?

Analytics 115

Analytics Unstructured Data Interactive Data Governance 115

AWS Big Data

APRIL 28, 2023

The first post of this series describes the overall architecture and how Novo Nordisk built a decentralized data mesh architecture, including Amazon Athena as the data query engine. The third post will show how end-users can consume data from their tool of choice, without compromising data governance.

Data Governance 72

Data Governance Management Data-driven Analytics 72