Data Virtualization

MAY 6, 2021

IT excels in copying data. It is well known organizations are storing data in volumes that continue to grow. However, most of this data is not new or original, much of it is copied data. For example, data about a.

Data Architecture 120

Data Architecture IT Data Warehouse Data Lake 120

Cloudera

JULY 11, 2022

Data is growing and continues to accelerate its growth. Before you can capitalize on your data you need to know what you have, how you can use it in a safe and compliant manner, and how to make it available to the business. Cloudera data fabric and analyst acclaim. It is changing in makeup and appearing in ever more places.

Data Architecture 107

Data Architecture Data-driven Data Warehouse Cost-Benefit 107

Cloudera

MAY 28, 2024

It’s not enough for businesses to implement and maintain a data architecture. The unpredictability of market shifts and the evolving use of new technologies means businesses need more data they can trust than ever to stay agile and make the right decisions.

Data Architecture 88

Data Architecture Data Lake Data Warehouse Cost-Benefit 88

KDnuggets

FEBRUARY 16, 2022

How to Learn Math for Machine Learning; Data Mesh & Its Distributed Data Architecture; 5 Ways to Apply AI to Small Data Sets; Top 5 Free Machine Learning Courses; Junior Data Scientist: The Next Level.

Machine Learning 108

Machine Learning Data Architecture IT 108

Cloudera

MARCH 28, 2024

At a time when AI is exploding in popularity and finding its way into nearly every facet of business operations, data has arguably never been more valuable. As organizations continue to navigate this AI-driven world, we set out to understand the strategies and emerging data architectures that are defining the future.

Data Architecture 94

Data Architecture Strategy Data Lake Data-driven 94

Analytics Vidhya

SEPTEMBER 20, 2022

Introduction Enterprises have been building data platforms for the last few decades, and data architectures have been evolving. Let’s first look at how things have changed and how […].

Data Architecture 289

Data Architecture Enterprise Technology Analytics 289

DataKitchen

AUGUST 3, 2021

The data mesh design pattern breaks giant, monolithic enterprise data architectures into subsystems or domains, each managed by a dedicated team. Second-generation – gigantic, complex data lake maintained by a specialized team drowning in technical debt. Introduction to Data Mesh. See the pattern?

Data Architecture 246

Data Architecture Data Lake Cost-Benefit Data Warehouse 246

Cloudera

JUNE 29, 2023

To improve the way they model and manage risk, institutions must modernize their data management and data governance practices. Implementing a modern data architecture makes it possible for financial institutions to break down legacy data silos, simplifying data management, governance, and integration — and driving down costs.

Data Architecture 85

Data Architecture Risk Management Risk Management 85

CIO Business Intelligence

FEBRUARY 20, 2024

Manufacturers have long held a data-driven vision for the future of their industry. It’s one where near real-time data flows seamlessly between IT and operational technology (OT) systems. Legacy data management is holding back manufacturing transformation Until now, however, this vision has remained out of reach.

Data Architecture 98

Data Architecture Unstructured Data Manufacturing IT 98

CIO Business Intelligence

NOVEMBER 26, 2024

Data is the lifeblood of the modern insurance business. Yet, despite the huge role it plays and the massive amount of data that is collected each day, most insurers struggle when it comes to accessing, analyzing, and driving business decisions from that data. At their core, all these value propositions are driven by data.

Insurance 131

Insurance Data-driven Data Architecture Technology 131

Cloudera

AUGUST 1, 2024

Companies are deploying GenAI using several architectures: exposing data to open-source models without training on it (60%), training open-source models on their data (57%), using open-source models trained on-premises or in private clouds (50%), and developing proprietary Large Language Models (LLMs) or Small Language Models (26%).

Data Architecture 82

Data Architecture Enterprise Cost-Benefit Deep Learning 82

CIO Business Intelligence

MARCH 25, 2025

Data debt that undermines decision-making In Digital Trailblazer , I share a story of a private company that reported a profitable year to the board, only to return after the holiday to find that data quality issues and calculation mistakes turned it into an unprofitable one. Playing catch-up with AI models may not be that easy.

Risk 140

Risk Cost-Benefit Data-driven Digital Transformation 140

CIO Business Intelligence

FEBRUARY 21, 2025

The panel recognized that IT organizations are undergoing a fundamental shift, requiring CIOs, data heads, and AI leaders to rethink their approach to talent management. The panel recognized that IT organizations are undergoing a fundamental shift, requiring CIOs, data heads, and AI leaders to rethink their approach to talent management.

Gap analysis 59

Gap analysis IT Data Architecture Strategy 59

Cloudera

JUNE 7, 2022

Only a fraction of data created is actually stored and managed, with analysts estimating it to be between 4 – 6 ZB in 2020. Clearly, hybrid data presents a massive opportunity and a tough challenge. Capitalizing on the potential requires the ability to harness the value of all of that data, no matter where it is.

IT 112

IT Data Architecture Unstructured Data Big Data 112

CIO Business Intelligence

OCTOBER 24, 2024

Jayesh Chaurasia, analyst, and Sudha Maheshwari, VP and research director, wrote in a blog post that businesses were drawn to AI implementations via the allure of quick wins and immediate ROI, but that led many to overlook the need for a comprehensive, long-term business strategy and effective data management practices.

ROI 127

ROI Data-driven Enterprise Experimentation 127

Corinium

MARCH 8, 2021

Organizations aiming to become data-driven need to overcome several challenges, like that of dealing with distributed data or hybrid operating environments. What are the key trends in companies striving to become data-driven. Get the report today!

Data-driven 195

Data-driven Enterprise Data Architecture Data Governance 195

CIO Business Intelligence

JUNE 16, 2022

Any enterprise data management strategy has to begin with addressing the 800-pound gorilla in the corner: the “innovation gap” that exists between IT and business teams. IT teams grapple with an ever-increasing volume, velocity, and variety of data, which pours in from sources like apps and IoT devices.

IT 135

IT Experimentation IoT Data-driven 135

CIO Business Intelligence

SEPTEMBER 19, 2024

The challenge is that these architectures are convoluted, requiring multiple models, advanced RAG [retrieval augmented generation] stacks, advanced data architectures, and specialized expertise.” In addition, the power of agentic AIs is still in its infancy, they say.

IT 138

IT Cost-Benefit Consulting Modeling 138

KDnuggets

APRIL 5, 2023

Learn about Apache Kafka architecture and its implementation using a real-world use case of a taxi booking app.

Data Architecture 108

Data Architecture IT 108

DataKitchen

NOVEMBER 29, 2021

Many in the data industry recognize the serious impact of AI bias and seek to take active steps to mitigate it. The data industry realizes that AI bias is simply a quality problem, and AI systems should be subject to this same level of process control as an automobile rolling off an assembly line. Data Gets Meshier.

Testing 245

Testing Data Lake Data Architecture Manufacturing 245

DataKitchen

DECEMBER 13, 2021

Gartner – Top Trends and Data & Analytics for 2021: XOps. What is a Data Mesh? DataOps Data Architecture. DataOps is Not Just a DAG for Data. Data Observability and Monitoring with DataOps. Top 10 Blog Posts. The DataOps Vendor Landscape, 2021. Why DevOps Tools Fail at DataOps.

Data Architecture 246

Data Architecture Data Governance Testing Modeling 246

AWS Big Data

SEPTEMBER 11, 2024

This post describes how HPE Aruba automated their Supply Chain management pipeline, and re-architected and deployed their data solution by adopting a modern data architecture on AWS. The new solution has helped Aruba integrate data from multiple sources, along with optimizing their cost, performance, and scalability.

Data Architecture 98

Data Architecture Optimization Data Warehouse Metadata 98

CIO Business Intelligence

MARCH 19, 2025

To overcome these barriers, CDOs must proactively demonstrate the strategic benefits of sustainability-driven data initiatives, seek cross-functional collaboration and advocate for long-term investments in ESG data management. Highlight how ESG metrics can enhance risk management, regulatory compliance and brand reputation.

IT 59

IT Data Governance Data-driven Metrics 59

CIO Business Intelligence

DECEMBER 3, 2024

Two things play an essential role in a firm’s ability to adapt successfully: its data and its applications. Generally speaking, a healthy application and data architecture is at the heart of successful modernisation. If these don’t have a modern foundation, then the whole transformation project will be doomed to failure.

Cost-Benefit 122

Cost-Benefit Consulting Business Objectives Data Architecture 122

DataKitchen

SEPTEMBER 17, 2021

The following section will explore the DataOps-enabled data mesh in more depth. It would be incredibly inefficient to build a data mesh without automation. DataOps focuses on automating data analytics workflows to enable rapid innovation with low error rates. Conclusion.

Testing 237

Testing Data Architecture Measurement Visualization 237

AWS Big Data

APRIL 12, 2024

The sources of this data, such as clickstream events, change data capture (CDC), application and service logs, and Internet of Things (IoT) data streams are proliferating. Snowflake offers two options to bring streaming data into its platform: Snowpipe and Snowflake Snowpipe Streaming. Create a Kinesis data stream.

Data Architecture 109

Data Architecture IoT Internet of Things Recreation/Entertainment 109

CIO Business Intelligence

SEPTEMBER 17, 2024

The company’s advantage lies in its strong customer base, enterprise-grade data, and differentiator as a cloud-native company, Naik Lopez noted. Advice to enterprise leaders In choosing any AI vendor, it’s important that enterprise leaders look at data architecture, as well as value creation and adoption rates, North Rizza advised.

IT 122

IT Recreation/Entertainment Finance Reporting 122

CIO Business Intelligence

JUNE 27, 2022

When studying a metric, it’s important to know who created it and the data source. It’s important to understand the research and data behind the metrics,” Hurwitz says. By now, most enterprises have reached data maturity. “If Not considering the source. Results may be based on a survey, for instance. Going it alone.

Metrics 133

Metrics KPI IT Consulting 133

CIO Business Intelligence

JUNE 15, 2022

But it’s also important to recognize that pressures like these are an immense opportunity to rethink IT organizations’ strategic goals and execute a scalable architecture that expands with growing business needs.”. Once the pandemic hit, that nice-to-have became an existential necessity. “As This goes beyond implementing agile methodology.

IT 145

IT Digital Transformation Technology Strategy 145

CIO Business Intelligence

NOVEMBER 26, 2024

With Gen AI interest growing, organizations are forced to examine their data architecture and maturity. This also led to many data modernization projects where specialized business and IT services players with data life-cycle services capabilities have started engaging with clients across different vertical markets.”

Technology 85

Technology Data Architecture Data-driven Consulting 85

CIO Business Intelligence

JUNE 19, 2024

In some cases teams may also include site reliability engineers, scrum masters, UI/UX designers, and analysts who assess performance data to identify bottlenecks. We don’t have specific roles per se,” Simms says, although he does look for a mix of core skills such as cloud and database, or data architect experience.

IT 138

IT Software Cost-Benefit Optimization 138

CIO Business Intelligence

MAY 20, 2022

Modernizing a utility’s data architecture. The utility is about one third of the way through its cloud transition and is focused on moving customer data and workforce data to the cloud first to reap the most business value. We’re very mature in our data architecture and what we want. National Grid.

IT 105

IT Internet of Things Digital Transformation Data Architecture 105

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

DataKitchen

NOVEMBER 5, 2024

The Race For Data Quality In A Medallion Architecture The Medallion architecture pattern is gaining traction among data teams. It is a layered approach to managing and transforming data. It sounds great, but how do you prove the data is correct at each layer? How do you ensure data quality in every layer

Data Quality 195

Data Quality Testing Metrics Reporting 195

AWS Big Data

OCTOBER 17, 2024

He is deeply passionate about Data Architecture and helps customers build analytics solutions at scale on AWS. Attention all developers, architects, and IT professionals! Amazon OpenSearch Service is a managed service that makes it straightforward to deploy, operate, and scale OpenSearch domains in AWS.

Analytics 106

Analytics Optimization Data-driven Data Architecture 106

CIO Business Intelligence

FEBRUARY 16, 2024

From the moment your data is put into a partner-managed environment, you lose control of it. Regaining control When you’re running a smelter that operates 24/7 — with an ERP system that houses data pertaining to around 30 000 lines of stock — and you’re unable to access the information you need, when you need it, the impact can be serious.

IT 116

IT Digital Transformation Data Architecture Management 116

Cloudera

DECEMBER 17, 2024

The introduction of these faster, more powerful networks has triggered an explosion of data, which needs to be processed in real time to meet customer demands. Traditional data architectures struggle to handle these workloads, and without a robust, scalable hybrid data platform, the risk of falling behind is real.

Enterprise 62

Enterprise Data Architecture Data-driven Optimization 62