O'Reilly on Data

FEBRUARY 11, 2019

Foundational data technologies. Machine learning and AI require data—specifically, labeled data for training models. Moving forward, tracking data provenance is going to be important for security, compliance, and for auditing and debugging ML systems. Data Platforms. Data Integration and Data Pipelines.

Big Data 255

Big Data Technology Machine Learning Deep Learning 255

O'Reilly on Data

NOVEMBER 13, 2018

Here's a list of a few clusters of relevant sessions from the recent conference: Data Integration and Data Pipelines. Data Platforms. The data science community has been increasingly engaged in two topics I want to cover in the rest of this post: privacy and fairness in machine learning.

Machine Learning 270

Machine Learning Risk Management Statistics 270

O'Reilly on Data

OCTOBER 11, 2022

So from the start, we have a data integration problem compounded with a compliance problem. An AI project that doesn’t address data integration and governance (including compliance) is bound to fail, regardless of how good your AI technology might be. Some of these tasks have been automated, but many aren’t.

Data Integration 352

Data Integration Insurance Dashboards Data-driven 352

Data Virtualization

FEBRUARY 6, 2025

Additionally, storage continued to grow in capacity, epitomized by an optical disk designed to store a petabyte of data, and the global Internet population. The post Denodos Predictions for 2025 appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Integration 64

Data Integration Management Data Warehouse IT 64

Data Virtualization

FEBRUARY 15, 2024

The post Data Integration: It’s not a Technological Challenge, but a Semantic Adventure appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Integration 59

Data Integration Technology Risk Management 59

Data Virtualization

JUNE 4, 2024

The post Exploring the Gartner® Critical Capabilities for Data Integration Report Tools appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information. In this post, I’d like.

Data Integration 52

Data Integration Reporting Management Data Science 52

Data Virtualization

SEPTEMBER 12, 2024

Reading Time: 2 minutes In today’s data-driven landscape, the integration of raw source data into usable business objects is a pivotal step in ensuring that organizations can make informed decisions and maximize the value of their data assets. To achieve these goals, a well-structured.

Data Integration 52

Data Integration Business Objectives Data-driven Management 52

O'Reilly on Data

DECEMBER 12, 2019

1] This includes C-suite executives, front-line data scientists, and risk, legal, and compliance personnel. This article is meant to be a short, relatively technical primer on what model debugging is, what you should know about it, and the basics of how to debug models in practice.

Machine Learning 275

Machine Learning Modeling Testing Risk Management 275

Data Virtualization

NOVEMBER 28, 2024

appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information. One surprising statistic from the Rand Corporation is that 80% of artificial intelligence (AI). The post How Do You Know When You’re Ready for AI?

Statistics 52

Statistics Data Integration Management Data Quality 52

Data Virtualization

OCTOBER 14, 2022

Reading Time: 5 minutes Join our discussion on All Things Data with Mitesh Shah, Senior Cloud Product Manager & Cloud Evangelist with a focus on leveraging cloud marketplaces to accelerate & simplify cloud data integration with Denodo. To understand how to accelerate and simplify.

Data Integration 52

Data Integration Management Digital Transformation Data-driven 52

Data Virtualization

MAY 2, 2024

Reading Time: 3 minutes Denodo was recognized as a Leader in the 2023 Gartner® Magic Quadrant™ for Data Integration report, marking the fourth year in a row that Denodo has been recognized as such. I want to highlight the first of three strategic planning.

Data Integration 52

Data Integration Reporting Management Data Governance 52

Data Virtualization

NOVEMBER 15, 2022

The post Is Cloud Data Integration the Secret to Alleviating Data Connectivity Woes? appeared first on Data Virtualization blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Integration 52

Data Integration Management Data Science Data Analytics 52

Data Virtualization

OCTOBER 27, 2023

It can benefit the management of microservices, The post Apache Kafka and the Denodo Platform: Distributed Events Streaming Meets Logical Data Integration appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Integration 52

Data Integration Data-driven Data Processing Management 52

Data Virtualization

OCTOBER 31, 2024

Reading Time: 2 minutes When making decisions that are critical to national security, governments rely on data, and those that leverage the cutting edge technology of generative AI foundation models will have a distinct advantage over their adversaries. Pros and Cons of generative AI.

Management 52

Management Modeling Data Integration Technology 52

Data Virtualization

APRIL 4, 2024

Over the past few decades, we have been storing up data and generating even more of it than we have known what. The post Querying Minds Want to Know: Can a Data Fabric and RAG Clean up LLMs? appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Integration 98

Data Integration Management Data-driven IT 98

Data Virtualization

DECEMBER 20, 2024

The post My Reflections on the Gartner Hype Cycle for Data Management, 2024 appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information. Gartner Hype Cycle methodology provides a view of how.

Management 52

Management Data Integration Technology Data Architecture 52

TDAN

AUGUST 7, 2024

Being an AI-ready organization involves identifying and then overcoming data issues that hinder the effective use of AI and generative AI. These organizations ensure their data is prepared for AI applications including data cleansing, normalization, and data integrity.

Data Science 91

Data Science Data Integration Data Quality IT 91

O'Reilly on Data

MARCH 20, 2019

Data integrity constraints: Many databases don’t allow for strange or unrealistic combinations of input variables and this could potentially thwart watermarking attacks. Applying data integrity constraints on live, incoming data streams could have the same benefits. Disparate impact analysis: see section 1.

Modeling 272

Modeling Machine Learning Predictive Modeling Consulting 272

Data Virtualization

AUGUST 23, 2024

The post Querying Minds Want to Know: Can a Data Fabric and RAG Clean up LLMs? – Part 4 : Intelligent Autonomous Agents appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Integration 98

Data Integration Modeling Management Data Architecture 98

Data Virtualization

SEPTEMBER 21, 2023

This concept is known as “data mesh,” and it has the potential to revolutionize the way organizations handle. The post Embracing Data Mesh: A Modern Approach to Data Management appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Management 105

Management Data Architecture Data Integration Data-driven 105

Data Virtualization

MAY 20, 2024

The post Querying Minds Want to Know: Can a Data Fabric and RAG Clean up LLMs? – Part 2: On-Demand Enterprise Data Querying appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Enterprise 95

Enterprise Data Integration Management Data Science 95

Data Virtualization

JUNE 16, 2022

It, however is gaining prominence and interest in recent years due to the increasing volume of data that needs to be. The post How to Simplify Your Approach to Data Governance appeared first on Data Virtualization blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Governance 98

Data Governance Data Integration Management Data Lake 98

Data Virtualization

OCTOBER 18, 2022

The post The Data Warehouse is Dead, Long Live the Data Warehouse, Part I appeared first on Data Virtualization blog - Data Integration and Modern Data Management Articles, Analysis and Information. In times of potentially troublesome change, the apparent paradox and inner poetry of these.

Data Warehouse 98

Data Warehouse ROI Data Integration Internet of Things 98

Data Virtualization

FEBRUARY 17, 2022

The post What is Data Virtualization? Understanding the Concept and its Advantages appeared first on Data Virtualization blog - Data Integration and Modern Data Management Articles, Analysis and Information. However, every day, companies generate.

IT 81

IT Data Integration Management Data Lake 81

CIO Business Intelligence

MARCH 19, 2025

However, embedding ESG into an enterprise data strategy doesnt have to start as a C-suite directive. Developers, data architects and data engineers can initiate change at the grassroots level from integrating sustainability metrics into data models to ensuring ESG data integrity and fostering collaboration with sustainability teams.

IT 59

IT Data Governance Data-driven Metrics 59

Domino Data Lab

JULY 1, 2020

In this article, I will talk about best practices to implement in your notebooks covering notebook structure, coding style, abstraction, and refactoring. The article concludes with an example of a notebook that implements these best practices. Testing in Data Science, however, doesn’t have to be at all complicated.

Testing 116

Testing Data Science Machine Learning Data-driven 116

Data Virtualization

JUNE 2, 2022

Companies need data to create dashboards and support data science initiatives and other analytical applications necessary for. The post The Denodo Academic Program appeared first on Data Virtualization blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Dashboards 52

Dashboards Data Science Data Integration Management 52

Data Virtualization

JUNE 2, 2022

Companies need data to create dashboards and support data science initiatives and other analytical applications necessary for. The post Data Management Professionals: The Denodo Academic Program appeared first on Data Virtualization blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Management 52

Management Dashboards Data Science Data Integration 52

Data Virtualization

APRIL 28, 2022

This is why data mesh is one of the most exciting new developments in the technology arena, particularly in data science and analytics.

Data Science 52

Data Science Data Integration Technology Management 52

Data Virtualization

APRIL 28, 2022

This is why data mesh is one of the most exciting new developments in the technology arena, particularly in data science and analytics.

Data Science 52

Data Science Data Integration Technology Management 52

Data Virtualization

DECEMBER 8, 2022

Reading Time: 3 minutes While cleaning up our archive recently, I found an old article published in 1976 about data dictionary/directory systems (DD/DS). Nowadays, we no longer use the term DD/DS, but “data catalog” or simply “metadata system”. It was written by L.

Metadata 69

Metadata IT Data Integration Publishing 69

Data Virtualization

APRIL 26, 2024

The post From Ego-centric To Eco-centric: Future-Proofing Energy and Utilites Operations appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Integration 59

Data Integration Management Internet of Things Data-driven 59

Data Virtualization

SEPTEMBER 22, 2022

Reading Time: 2 minutes A recent post, on the cost and impact of persisted data, got me thinking: If data is the new oil, as some believe, then data virtualization is akin to the electrification of gas/petrol-powered cars. An Inconvenient Truth Cloud migration strategies, The post Is Data the New Oil?

Data Integration 72

Data Integration Strategy Management Digital Transformation 72

Data Virtualization

JANUARY 11, 2024

The post Top 7 Business Best Practices for Data Projects appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information. In this blog post, to ensure that you can unlock the full.

Data-driven 64

Data-driven Data Integration Enterprise Management 64

Data Virtualization

JULY 4, 2024

The post Harnessing Real-Time, Integrated Data to Accelerate ESG Initiatives appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Finance 64

Finance Data Integration Management Data Quality 64

Data Virtualization

MAY 29, 2024

The post Querying Minds Want to Know: Can a Data Fabric and RAG Clean up LLMs? Part 3: Semantic Indexing of Enterprise Data appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Enterprise 64

Enterprise Data Integration Modeling Management 64

Data Virtualization

FEBRUARY 22, 2024

The post Unlocking the Power of Generative AI: Integrating Large Language Models and Organizational Knowledge appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Modeling 69

Modeling Data Integration Management Technology 69