DataKitchen

MAY 10, 2021

As organizations strive to become more data-driven, Forrester recommends 5 actions to take to move from one stage of insights-driven business maturity to another. . Your DataOps practice, established in the second phase provides a solid foundation for your successful Data Fabric or Data Mesh. Forrester recommends: .

Data-driven 130

Data-driven Data Architecture Machine Learning Strategy 130

TDAN

MAY 3, 2022

This column focuses on challenges of edge computing and explore strategy considerations for implementing and utilizing edge computing in the organization.

Strategy 52

Strategy Cost-Benefit Management Data Architecture 52

CIO Business Intelligence

APRIL 12, 2023

After walking his executive team through the data hops, flows, integrations, and processing across different ingestion software, databases, and analytical platforms, they were shocked by the complexity of their current data architecture and technology stack. How is data, process, and model drift managed for reliability?

Machine Learning 145

Machine Learning Cost-Benefit Data-driven Strategy 145

erwin

JUNE 19, 2020

Despite the similarities in name, there are a number of key differences between an enterprise architecture and solutions architecture. Much like the differences between enterprise architecture (EA) and data architecture, EA’s holistic view of the enterprise will often see enterprise and solution architects collaborate.

Enterprise 130

Enterprise Data Architecture Strategy Data Governance 130

TDAN

MARCH 6, 2024

I’ll let you know what the coin was toward the end of this article, but first I need to give you my own […] I read “How Big Things Get Done” when it first came out about six months ago.[1] 1] I liked it then. But recently, I read another review of it, and another coin dropped.

IT 105

IT Data Architecture Data Strategy Big Data 105

TDAN

AUGUST 20, 2019

The goal of data governance is to ensure the quality, availability, integrity, security, and usability within an organization. Many traditional approaches to data governance seem to struggle in practice; I suspect it is partly because of the cultural impedance mismatch, but also partly because […].

Data Governance 68

Data Governance Strategy Data Architecture IT 68

erwin

JUNE 19, 2020

Despite the similarities in name, there are a number of key differences between an enterprise architecture and solutions architecture. Much like the differences between enterprise architecture (EA) and data architecture, EA’s holistic view of the enterprise will often see enterprise and solution architects collaborate.

Enterprise 94

Enterprise Data Architecture Strategy Data Governance 94

CIO Business Intelligence

NOVEMBER 9, 2022

By Bryan Kirschner, Vice President, Strategy at DataStax One of the most painful – and pained – statements I’ve heard in the last two years was from an IT leader who said, “my team is struggling to find ways that our company’s data could be valuable to the business.” Leveraging real-time data used to be a technology problem.

IT 98

IT Uncertainty Sales Strategy 98

TDAN

JANUARY 17, 2023

In 2022, we saw that Data Strategy played key role in the success of top performing companies globally. is being “data driven”. This article is continuation of the proposed enterprise data management block […].

Data Strategy 52

Data Strategy Data-driven Strategy Enterprise 52

IBM Big Data Hub

OCTOBER 16, 2023

McKinsey notes that reinforcement learning transcends human biases and has the potential to yield “previously unimagined solutions and strategies that even seasoned practitioners might never have considered.” At IBM Consulting, we have been helping clients set up an evaluation process for bias and other areas.

Advertising 77

Advertising Machine Learning Data Architecture Cost-Benefit 77

TDAN

NOVEMBER 1, 2022

Many software developers distrust data architecture practices such as data modeling. They associate these practices with rigid and bureaucratic processes causing significant upfront planning and delays.

Modeling 64

Modeling Data Architecture Software IT 64

Octopai

APRIL 19, 2021

Strong metadata management enhances business intelligence which leads to more informed strategy and better performance. Donna Burbank is a Data Management Consultant and acts as the Managing Director at Global Data Strategy, Ltd. TDAN stands for The Data Administration Newsletter. Donna Burbank. IRM UK Connects.

Metadata 52

Metadata Management Business Intelligence Data Governance 52

AWS Big Data

APRIL 19, 2023

Independent data products often only have value if you can connect them, join them, and correlate them to create a higher order data product that creates additional insights. A modern data architecture is critical in order to become a data-driven organization. Mike is the author of two books and numerous articles.

Technology 80

Technology Data-driven Machine Learning Sales 80

CIO Business Intelligence

AUGUST 9, 2023

Generative AI “fuel” and the right “fuel tank” Enterprises are in their own race, hastening to embrace generative AI ( another CIO.com article talks more about this). As a quick fix, many organizations adopted cloud-first strategies to manage their data storage requirements. But more data means more data movement.

Unstructured Data 98

Unstructured Data Modeling Data Architecture Enterprise 98

TDAN

APRIL 6, 2021

Cloud deployment strategies…. Deploying a Machine Learning model to enhance the quality of your company’s analytics is going to take some effort: – To clean data– To clearly define objectives– To build strong project management Many articles have been […]. Machine learning model…. BANG ZOOM WOW!!

Machine Learning 52

Machine Learning Management Strategy Modeling 52

Peter James Thomas

OCTOBER 30, 2018

This article is not about Marketing professionals, it is about poorly researched journalism. Prelude… I recently came across an article in Marketing Week with the clickbait-worthy headline of Why the rise of the chief data officer will be short-lived (their choice of capitalisation).

Marketing 51

Marketing Strategy Data Architecture Data Strategy 51

TDAN

JANUARY 17, 2023

To stand out in a competitive industry, businesses must invest in revamping their existing sales processes and crafting a modern sales strategy that aligns with the sales predictions for 2023. The sales industry has been witnessing the rise of AI and automation over many years and 2023 will not be an exception. The role AI […].

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Sales Strategy Data Architecture Business Intelligence 98

TDAN

FEBRUARY 7, 2024

The cybersecurity landscape in 2024 is marked by complex, multi-faceted threats, necessitating advanced defensive strategies. This complexity arises from the expansive use of digital technologies and the corresponding increase in attack vectors.

Strategy 52

Strategy Technology Data Architecture 52

TDAN

OCTOBER 15, 2019

Some countries successfully create long-term strategic plans, for examples China’s first 100-year plan was aimed at the elimination of extreme poverty by 2020. In 1980, there were 540 million people living in extreme poverty. By 2014, there were only 80 million.

Strategy 40

Strategy Data Architecture Data Strategy Data Governance 40

TDAN

NOVEMBER 15, 2022

It’s past time for a comprehensive data security strategy Information Security professionals tend to focus on network, cloud, application, and IoT security along with perimeter defense. These are essential and provide a high degree of protection for systems and files.

IoT 52

IoT Strategy Data Architecture Data Strategy 52

TDAN

DECEMBER 6, 2022

In a world of exponential data growth and ever-increasing silo-ization, the FAIR principles are needed more than ever. In this article, we will first summarize the FAIR principles and describe the […]. FAIR stands for: Findable, Accessible, Interoperable and Reusable.

Data Architecture 52

Data Architecture Metadata Data Strategy Strategy 52

Peter James Thomas

JANUARY 8, 2020

The recently launched Data Strategy Review Service is just one example. White Papers can be based on themes arising from articles published here, they can feature findings from de novo research commissioned in the data arena, or they can be on a topic specifically requested by the client. Follow @peterjthomas.

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Consulting Data-driven Publishing Data Strategy 61

TDAN

JULY 19, 2022

In reference to the prior column on enterprise data management and high level lego framework, this column reviews in detail the foundational layer of Organization Mission, Level 1. These six lego blocks […].

Strategy 52

Strategy Enterprise Management Modeling 52

TDAN

OCTOBER 18, 2022

Success stories of implementing a data driven culture or creating successful “Data Products” is still new. We will continue to look at my proposed enterprise data management and high level lego framework in this article and focus on “Data Mission” Level 2. The recommended Lego blocks […].

Data-driven 52

Data-driven Enterprise Management Data Architecture 52

TDAN

MAY 31, 2022

In my September 2020 Data is Risky Business column for TDAN.com, I wrote about the strategy lessons for data that we can learn from the writings of a 16thcentury Japanese swordsman. To summarize: – We need to study different disciplines to understand how they relate to each other.

Strategy 52

Strategy Data Architecture Data Strategy Metadata 52

Peter James Thomas

APRIL 3, 2020

For anyone who is unaware, the title of the article echoes a 1953 Nature paper [1] , which was instead “of considerable biological interest” [2]. I have been very much focussing on the start of a data journey in a series of recent articles about Data Strategy [3]. Introduction.

Dashboards 61

Dashboards Reporting Sales Data Lake 61

TDAN

MAY 31, 2022

One very influential factor that can potentially undermine your data and document strategies is the natural and emotional reactions of people when things change. It is common to take great care in the selection and implementation of new technology.

Testing 52

Testing Interactive Strategy Software 52

TDAN

OCTOBER 20, 2020

Part 3 completes this article series by discussing some important topics beyond the critical differentiators in the terminology and capabilities of Property Graphs and Knowledge Graphs covered in Parts 1 and 2.

Data Architecture 59

Data Architecture IT Data Strategy Strategy 59

TDAN

MAY 3, 2022

The road to creating business value through a well-oiled data management strategy can be long and challenging. A successful data management strategy is one that generates value rapidly and unlocks new data-driven insights.

Analytics 52

Analytics Data-driven Strategy Management 52

TDAN

JUNE 4, 2019

My book “The Data-Centric Revolution” will be out this summer. I will also be presenting at Dataversity’s Data Architecture Summit coming up in a few months. Both exercises reminded me that Data-Centric is not a simple technology upgrade. It’s going to take a great deal more to shift the status quo.

Data Architecture 40

Data Architecture Technology Data Strategy Big Data 40

TDAN

SEPTEMBER 17, 2019

There is a movement to upend traditional thinking about information systems by putting data and meaning at the center of strategy, architecture, and system development sequencing. Past waves have receded, largely because […].

Strategy 82

Strategy Data Architecture IT Data Strategy 82

TDAN

NOVEMBER 2, 2021

We have learned from our recent articles : Demystifying Edge Computing and Types of and How to use Edge Computing – how Edge Computing architecture, with its capabilities of distributed computing, is addressing the rising scale and ubiquity of data.

Data Architecture 52

Data Architecture IT Data Strategy Strategy 52

TDAN

MARCH 2, 2021

This article attempts to analyze and make sense of a harmonization between Information Architecture and SAFe, and will address how their cooperation will contribute to the development of an Agile Business. SAFe is a very modern Agile Framework and has replaced TOGAF in many organizations.

Data Architecture 59

Data Architecture Data Strategy Business Intelligence Strategy 59

Data Virtualization

NOVEMBER 17, 2022

Data catalogs also seek to be the. The post Choosing a Data Catalog: Data Map or Data Delivery App? appeared first on Data Virtualization blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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Data Integration Management Data Lake IT 59

TDAN

FEBRUARY 2, 2021

The example of the myriad of COVID-19 challenges shows that coordinated, data-driven action across boundaries has helped fast-track solutions such as testing, vaccines, and non-pharmaceutical interventions. In this article, we will explore how organizations can […].

Enterprise 52

Enterprise Data-driven Testing Data Architecture 52

IBM Big Data Hub

JUNE 23, 2023

Core modernization Most major insurance companies have determined that their mid-to-long-term strategy is to migrate as much of their application portfolio as possible to the cloud. There are many considerations leading to this strategy—all equally applicable to other industries as well.

Insurance 62

Insurance Cost-Benefit Digital Transformation Marketing 62

Alation

APRIL 25, 2023

More specifically, it describes the process of creating, administering, and adapting a comprehensive plan for how an organization’s data will be managed. In this way, data governance has implications for a wide range of data management disciplines, including data architecture, quality, security, metadata, and more.

Data Governance 52

Data Governance Marketing Machine Learning Sales 52