O'Reilly on Data

MARCH 23, 2023

What is it, how does it work, what can it do, and what are the risks of using it? What Software Are We Talking About? ChatGPT, or something built on ChatGPT, or something that’s like ChatGPT, has been in the news almost constantly since ChatGPT was opened to the public in November 2022. It has helped to write a book.

IT 346

IT Modeling Testing Risk 346

Cloudera

JULY 11, 2022

The need for data fabric. As Cloudera CMO David Moxey outlined in his blog , we live in a hybrid data world. Data is growing and continues to accelerate its growth. Cloudera data fabric and analyst acclaim. Data fabrics are one of the more mature modern data architectures.

Data Architecture 107

Data Architecture Data-driven Data Warehouse Cost-Benefit 107

Cloudera

JUNE 7, 2022

We live in a hybrid data world. In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Impressive, but dwarfed by the amount of unstructured data, cloud data, and machine data – another 50 ZB.

IT 112

IT Data Architecture Unstructured Data Big Data 112

IBM Big Data Hub

SEPTEMBER 12, 2022

Enterprises are dealing with a barrage of upcoming regulations concerning data privacy and data protection, not only at the state and federal level in the US, but also in a dizzying number of jurisdictions around the world. Adopting a privacy-centric approach built around a data fabric.

Metadata 91

Metadata Data Governance Enterprise Data Architecture 91

Cloudera

MARCH 10, 2022

It can emanate from anywhere, baked into the very fabric of society. We surveyed some of the most inspiring female leaders in data from across our global customers to find out how bias has affected their careers and how they believe we can break the cycle. . Rejecting bias.

Big Data 118

Big Data Digital Transformation IT Modeling 118

IBM Big Data Hub

APRIL 27, 2022

Data fabric and data mesh are emerging data management concepts that are meant to address the organizational change and complexities of understanding, governing and working with enterprise data in a hybrid multicloud ecosystem. The good news is that both data architecture concepts are complimentary.

Management 79

Management Metadata Data Architecture Data Lake 79

Ontotext

JUNE 10, 2021

And yeah, the real-world relationships among the entities represented in the data had to be fudged a bit to fit in the counterintuitive model of tabular data, but, in trade, you get reliability and speed. Ironically, relational databases only imply relationships between data points by whatever row or column they exist in.

Metadata 119

Metadata Cost-Benefit OLAP Modeling 119

DataKitchen

JUNE 12, 2023

Why the Data Journey Manifesto? I spent much time de-categorizing DataOps: we are not discussing ETL, Data Lake, or Data Science. For example, just a few weeks ago, Microsoft announced data fabric, and John Kerski used it to frame up the discussion of how Microsoft data fabric supports DataOps principles.

Testing 130

Testing Dashboards Data Lake Data Science 130

Cloudera

MAY 28, 2024

Behind every business decision, there’s underlying data that informs business leaders’ actions. Delivering the most business value possible is directly linked to those decisions and the data and insights that inform them. It’s not enough for businesses to implement and maintain a data architecture.

Data Architecture 88

Data Architecture Data Lake Data Warehouse Cost-Benefit 88

erwin

MAY 7, 2020

Although there is some crossover, there are stark differences between data architecture and enterprise architecture (EA). That’s because data architecture is actually an offshoot of enterprise architecture. The difference between data architecture and enterprise architecture can be represented with the Zachman Framework.

Data Architecture 131

Data Architecture Enterprise Modeling Sales 131

Cloudera

DECEMBER 1, 2022

Full-stack observability is a critical requirement for effective modern data platforms to deliver the agile, flexible, and cost-effective environment organizations are looking for. RI is a global leader in the design and deployment of large-scale, production-level modern data platforms for the world’s largest enterprises.

Data Quality 84

Data Quality Metrics Data Lake Statistics 84

Cloudera

SEPTEMBER 15, 2022

Cloudera Contributor: Mark Ramsey, PhD ~ Globally Recognized Chief Data Officer. July brings summer vacations, holiday gatherings, and for the first time in two years, the return of the Massachusetts Institute of Technology (MIT) Chief Data Officer symposium as an in-person event. Luke: What is a modern data platform?

Data Lake 83

Data Lake Data Architecture Data-driven Data Warehouse 83

erwin

AUGUST 15, 2019

As data-driven business thrives , organizations will have to overcome these challenges because managing IT trends and emerging technologies makes enterprise architecture (EA) increasingly relevant. Enterprise Architecture Tools: The Fabric of Your Organization. How will your business investigate their use?

Enterprise 110

Enterprise Management Data-driven ROI 110

Cloudera

SEPTEMBER 12, 2022

It sounds straightforward: you just need data and the means to analyze it. The data is there, in spades. Data volumes have been growing for years and are predicted to reach 175 ZB by 2025. First, organizations have a tough time getting their arms around their data. Unified data fabric. Yes and no.

Unstructured Data 75

Unstructured Data Data Architecture Data Lake Snapshot 75

IBM Big Data Hub

APRIL 11, 2023

The move towards monitoring HR tools and applications for bias is gaining traction worldwide, driven by various global and domestic data privacy laws and the US Equal Employment Opportunity Commission (EEOC). Our organization is ready to assist companies in becoming data-driven and addressing compliance.

Strategy 87

Strategy Data Architecture Data-driven Testing 87

DataKitchen

APRIL 18, 2024

Introducing DataKitchen’s Open Source Data Observability Software Today, we announce that we have open-sourced two complete, feature-rich products that solve the data observability problem: DataOps Observervability and DataOps TestGen. What is DataOps Observability? That’s what DataOps Observability promises.

Testing 118

Testing Data Quality Enterprise Data Analytics 118

Cloudera

APRIL 13, 2022

But before a company embarks on an AI-first strategy, it pays to understand what it is and how it will transform the organization. This is why ML and AI have been woven into the fabric of cybersecurity intelligence-gathering and defense. . For AI or ML, it takes a few minutes. Becoming AI-first. Here’s how: Operations and production.

Data Collection 112

Data Collection Machine Learning Data-driven Strategy 112

Cloudera

SEPTEMBER 29, 2022

Data teams have the impossible task of delivering everything (data and workloads) everywhere (on premise and in all clouds) all at once (with little to no latency). Each of these trends claim to be complete models for their data architectures to solve the “everything everywhere all at once” problem. Data mesh defined.

Data Architecture 74

Data Architecture Data Warehouse Metadata Sales 74

IBM Big Data Hub

APRIL 24, 2023

The dependence on remote internet access for business, personal, and educational use elevated the data demand and boosted global data consumption. Additionally, the increase in online transactions and web traffic generated mountains of data. Enter the modernization of data warehousing solutions.

Data Warehouse 88

Data Warehouse Data Lake Cost-Benefit Big Data 88

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

Cloudera

SEPTEMBER 8, 2021

In recent years there has been increased interest in how to safely and efficiently extend enterprise data platforms and workloads into the cloud. CDOs are under increasing pressure to reduce costs by moving data and workloads to the cloud, similar to what has happened with business applications during the last decade.

Data Lake 79

Data Lake Enterprise Data-driven Data Strategy 79

IBM Big Data Hub

APRIL 12, 2022

My first task as a Chief Data Officer (CDO) is to implement a data strategy. Over the past 15 years, I’ve learned that an effective data strategy enables the enterprise’s business strategy and is critical to elevate the role of a CDO from the backroom to the boardroom. Understand your strategic drivers. Mitigating risk.

Data Strategy 75

Data Strategy Strategy Enterprise Data-driven 75

Ontotext

JULY 29, 2021

The Semantic Web, both as a research field and a technology stack, is seeing mainstream industry interest, especially with the knowledge graph concept emerging as a pillar for data well and efficiently managed. But what exactly are we talking about when we talk about the Semantic Web? Source: tag.ontotext.com.

Enterprise 124

Enterprise Metadata Knowledge Discovery Management 124

Cloudera

SEPTEMBER 6, 2022

Data has continued to grow both in scale and in importance through this period, and today telecommunications companies are increasingly seeing data architecture as an independent organizational challenge, not merely an item on an IT checklist. Previously, there were three types of data structures in telco: . The challenges.

Data Architecture 84

Data Architecture Cost-Benefit Digital Transformation Business Driver 84

Ontotext

MARCH 19, 2021

This metaphor has it that books are the data and library cards are the metadata helping us find what we need, want to know more about or even what we don’t know we were looking for. We’ve already talked about metadata as something that enriches data with more data points that make it meaningful.

Metadata 124

Metadata Publishing Enterprise Management 124

Alation

JANUARY 13, 2022

And now, arguably the greatest rivalry the world (well, at least the data community) has ever witnessed: Data Fabric vs Data Mesh! Data fabric and data mesh are both having a moment. Gartner calls data fabric the Future of Data Management 1. Gartner on Data Fabric.

Data Lake 59

Data Lake Metadata Data-driven Data Governance 59

Ontotext

SEPTEMBER 15, 2020

What Makes a Data Fabric? Data Fabric’ has reached where ‘Cloud Computing’ and ‘Grid Computing’ once trod. Data Fabric hit the Gartner top ten in 2019. This multiplicity of data leads to the growth silos, which in turns increases the cost of integration.

Metadata 69

Metadata Knowledge Discovery Data Quality Data-driven 69

Cloudera

OCTOBER 7, 2021

In this blog, I will demonstrate the value of Cloudera DataFlow (CDF) , the edge-to-cloud streaming data platform available on the Cloudera Data Platform (CDP) , as a Data integration and Democratization fabric. Introduction to the Data Mesh Architecture and its Required Capabilities. Introduction.

Metadata 124

Metadata Cost-Benefit Enterprise Interactive 124

Cloudera

JUNE 14, 2024

At a time when artificial intelligence (AI) and tools like generative AI (GenAI) and large language models (LLMs) have exploded in popularity, getting the most out of organizational data is critical to driving business value and carving out a competitive market advantage. The need for effective data governance itself is not a new phenomenon.

Data Governance 74

Data Governance Data-driven Insurance Enterprise 74

Sisense

JANUARY 23, 2020

We describe what makes Sisense a special place to work and allow existing and prospective Sisensers to realize how their work matters. What separates her from the vast majority of HR professionals is her ability to engage others with empathy and a human touch. So as we begin 2020, Sisense published company values.

Marketing 93

Marketing Data-driven Business Intelligence Sales 93

CIO Business Intelligence

APRIL 6, 2022

To understand how and why this is happening, let’s look back at the first wave of edge computing and what has transpired since then. At the time, much of the focus centered around collecting data from small sensors affixed to everything and then transporting that data to a central location – like the cloud or main data center.

IoT 105

IoT Internet of Things Data-driven Manufacturing 105

Andrew White

MARCH 18, 2022

What do we do?”. What did we do wrong?”. What Mr. Carr did at the time was conflate all of what falls under the banner, ‘IT’, as one thing. Yes, compute is a near commodity with cloud computing, but what you decide to compute is what drives competition and innovation, but the size of your compute.

Consulting 104

Consulting Strategy Marketing Digital Transformation 104

IBM Big Data Hub

JULY 5, 2022

In today’s world of complex data architectures and emerging technologies, databases can sometimes be undervalued and unrecognized. IBM has been the pioneer in paving the way for data management technologies and advancements for decades, from the first commercial database to quantum computing systems. This is the story of Db2. .

Data Lake 86

Data Lake Data Warehouse Publishing Structured Data 86

Data Virtualization

JANUARY 17, 2023

Reading Time: 2 minutes In recent years, there has been a growing interest in data architecture. One of the key considerations is how best to handle data, and this is where data mesh and data fabric come into play. But what are the key.

Data Architecture 52

Data Architecture Data Integration Management Metadata 52

IBM Big Data Hub

JULY 25, 2022

This was the only way to know what was on offer and who needed it. Modern-day enterprises face a similar situation regarding data assets. On one side there is a need for data. Businesses ask: “Do we have this kind of data in the enterprise?” “How How do we get that data?” “Can Can I trust that data?”

Metadata 66

Metadata Enterprise Consulting Publishing 66

Alation

MARCH 11, 2022

So far, we’ve considered the rivalry of data fabric versus mesh. We’ve explored what is a data fabric , what is a data mesh , and how a data catalog supports these architectures. That’s right: You can leverage a meshy fabric architecture. How to Leverage a Meshy Fabric Architecture.

Metadata 52

Metadata Data Governance ROI Data Quality 52

erwin

AUGUST 15, 2019

As data-driven business thrives , organizations will have to overcome these challenges because managing IT trends and emerging technologies makes enterprise architecture (EA) increasingly relevant. Enterprise Architecture Tools: The Fabric of Your Organization. How will your business investigate their use?

Enterprise 79

Enterprise Data-driven ROI Technology 79