O'Reilly on Data

FEBRUARY 11, 2020

We suspected that data quality was a topic brimming with interest. The responses show a surfeit of concerns around data quality and some uncertainty about how best to address those concerns. Key survey results: The C-suite is engaged with data quality. Data quality might get worse before it gets better.

Data Quality 304

Data Quality Metadata Data Governance Publishing 304

TDAN

JUNE 4, 2019

The following paper is the first of a three-part series that describes the Non-Invasive Data Governance Framework. Seiner of KIK Consulting & Educational Services (KIKconsulting.com) and The Data Administration Newsletter (TDAN.com). The framework was developed and is implemented by Robert S.

Data Governance 40

Data Governance Consulting Data Quality Metadata 40

Alation

APRIL 18, 2023

For any data user in an enterprise today, data profiling is a key tool for resolving data quality issues and building new data solutions. In this blog, we’ll cover the definition of data profiling, top use cases, and share important techniques and best practices for data profiling today.

IT 52

IT Metadata Data Quality Data Governance 52

Anmut

APRIL 6, 2023

By regularly conducting data maturity assessments, you can catch potential issues early and make proactive changes to supercharge your business’s success. Cost savings By identifying areas where data management processes can be optimised, organisations can reduce costs associated with data management and analysis.

Cost-Benefit 52

Cost-Benefit Data Quality Data Governance Measurement 52

Anmut

MARCH 22, 2023

Anmut’s own clients estimate that poor data quality and availability causes at least 16% additional cost per year. Hence, low data maturity is not only expensive but unsustainable–especially when your competitors are investing in improving their data quality. ? Data lineage is understood, but only partially mapped.

Measurement 52

Measurement Modeling Data Quality Data Governance 52

IBM Big Data Hub

DECEMBER 20, 2023

Determine the tools and support needed and organize them based on what’s most crucial for the project, specifically: Data: Make a data strategy by determining if new or existing data or datasets will be required to effectively fuel the AI solution. Establish a data governance framework to manage data effectively.

Strategy 78

Strategy Business Objectives Cost-Benefit Consulting 78

Smarten

DECEMBER 3, 2023

‘Giving your team the right tools and a simple way to manage the overwhelming flow of data is crucial to business success.’ Whether you are an IT consultant, an in-house IT professional, a middle manager or a senior executive, it is important to monitor the progress of business analytics and the related technology.

Analytics 40

Analytics Cost-Benefit Data Quality Consulting 40

Octopai

APRIL 19, 2021

BI teams will have a better handle on their data’s history, its current status, and any changes it may have undergone. Without organized metadata management, the validity of a company’s data is compromised and they won’t achieve adequate compliance, data governance, or generate correct insights. Donna Burbank.

Metadata 52

Metadata Management Business Intelligence Data Governance 52

Andrew White

OCTOBER 23, 2020

IT Sector (tech, consulting etc.) Chief Data Officer/CDO 4. Chief Quality Officer 1. Director Data Mgt and Advanced Analytics 1. Data Governance 1. Data and Analytics Governance Requires a Comprehensive Range of Policy Types. Toolkit: Data and Analytics Governance Role Descriptions.

IT 52

IT Digital Transformation Recreation/Entertainment Data Quality 52

Octopai

JANUARY 31, 2021

Specifically, when it comes to data lineage, experts in the field write about case studies and different approaches to this utilizing this tool. Among many topics, they explain how data lineage can help rectify bad data quality and improve data governance. . TDWI – Philip Russom. Malcolm Chisholm.

Data Governance 57

Data Governance Data Processing Data Quality Metadata 57

CIO Business Intelligence

JANUARY 4, 2023

A team of researchers from Lancaster University, along with sustainability consultancy Small World Consulting, published a 2021 report indicating that IT contributes to as much as 1.2% They are looking for data quality and accuracy to measure carbon footprint, supply chain optimization, and green revenue in real time.”

IT 128

IT Internet of Things Reporting Cost-Benefit 128

CIO Business Intelligence

FEBRUARY 20, 2023

Salesforce certification overview Salesforce certifications are based on a role-based scheme centered on six roles: Administrator, Architect, Consultant, Designer, Developer, and Marketer. According to a study by Indeed.com , 70% of Salesforce developers in the US are satisfied with their salaries given the cost of living in their area.

Consulting 65

Consulting B2B Cost-Benefit Sales 65

Andrew White

OCTOBER 22, 2020

IT Sector (tech, consulting etc.) Topics : (broader/full) Data and Analytics Strategy 14. Chief Data Officer/CDO 4. Chief Quality Officer 1. Director Data Mgt and Advanced Analytics 1. Data Governance 1. VP Analytics/VP Data 2. Toolkit: Data and Analytics Governance Role Descriptions.

IT 52

IT Recreation/Entertainment Data Quality Data-driven 52

Ontotext

MARCH 8, 2023

Graphs reconcile such data continuously crawled from diverse sources to support interactive queries and provide a graphic representation or model of the elements within supply chain, aiding in pathfinding and the ability to semantically enrich complex machine learning (ML) algorithms and decision making.

Enterprise 52

Enterprise Knowledge Discovery Risk Data-driven 52

BizAcuity

APRIL 1, 2023

Several large organizations have faltered on different stages of BI implementation, from poor data quality to the inability to scale due to larger volumes of data and extremely complex BI architecture. This is where business intelligence consulting comes into the picture. What is Business Intelligence?

Business Intelligence 52

Business Intelligence Consulting KPI Data Warehouse 52

Alation

NOVEMBER 28, 2022

It’s impossible for data teams to assure the data quality of such spreadsheets and govern them all effectively. If unaddressed, this chaos can lead to data quality, compliance, and security issues. I worked with financial analysts, data analysts, and business users.

Metadata 52

Metadata Enterprise Cost-Benefit Finance 52

BizAcuity

JANUARY 31, 2023

Several large organizations have faltered on different stages of BI implementation, from poor data quality to the inability to scale due to larger volumes of data and extremely complex BI architecture. This is where business intelligence consulting comes into the picture. What is Business Intelligence?

Business Intelligence 52

Business Intelligence Consulting KPI Data Warehouse 52

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

Andrew White

NOVEMBER 14, 2022

This parlous sate is enshrined in the current fallacy that every D&A governance program should start with the acquisition of a data catalog. The logic, promoted by some consulting and software vendors, is that you ‘can’t govern what you don’t know you have’. Modern data governance starts very differently.

Data Integration 52

Data Integration Technology Data Governance Analytics 52

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. . QuerySurge – Continuously detect data issues in your delivery pipelines. OwlDQ — Predictive data quality.

Testing 307

Testing Machine Learning Consulting Data Quality 307

Domino Data Lab

JULY 22, 2019

data science’s emergence as an interdisciplinary field – from industry, not academia. why data governance, in the context of machine learning is no longer a “dry topic” and how the WSJ’s “global reckoning on data governance” is potentially connected to “premiums on leveraging data science teams for novel business cases”.

Data Science 109

Data Science Machine Learning Data Governance Modeling 109

Peter James Thomas

AUGUST 29, 2018

I have since run and driven transformation in Reference Data, Master Data , KYC [3] , Customer Data, Data Warehousing and more recently Data Lakes and Analytics , constantly building experience and capability in the Data Governance , Quality and data services domains, both inside banks, as a consultant and as a vendor.

Data-driven 61

Data-driven Cost-Benefit Metadata Technology 61

CIO Business Intelligence

DECEMBER 21, 2022

By 2025, it’s estimated we’ll have 463 million terabytes of data created every day,” says Lisa Thee, data for good sector lead at Launch Consulting Group in Seattle. Business Intelligence, Change Management, CIO, Data Governance, Data Management, Data Quality, IT Leadership.

IT 131

IT Business Intelligence Sales Key Performance Indicator 131

CIO Business Intelligence

FEBRUARY 28, 2024

Data and API infrastructure “Data still matters,” says Bradley Shimmin, chief analyst for AI platforms, analytics, and data management at London-based independent analyst and consultancy Omdia. It quickly adds up in complexity,” says Sheldon Monteiro, EVP at Publicis Sapient, a global digital consultancy.

IT 122

IT Consulting Modeling Enterprise 122

TDAN

FEBRUARY 14, 2023

Once upon a time (the way every good fairy tale begins), a book or a paper by a Ted Codd or Bill Inmon would set in motion a sea change that swept us all in a new direction. We no longer live in that world. We now live in a world in which everyone talks, […]

Data Quality 52

Data Quality Consulting Data Governance Business Intelligence 52

CIO Business Intelligence

MARCH 31, 2022

Chief data officer job description. The CDO oversees a range of data-related functions that may include data management, ensuring data quality, and creating data strategy. They may also be responsible for data analytics and business intelligence — the process of drawing valuable insights from data.

Consulting 133

Consulting Strategy Data Strategy Data Governance 133

Anmut

APRIL 6, 2021

Another survey from Experian found 68% of businesses are impacted by poor data quality during these transformation initiatives, where duplicate data and mismanagement are key challenges. According to Gartner , “the average financial impact of poor data quality on organisations is $9.7 Why data assets matter .

Digital Transformation 52

Digital Transformation Enterprise Data Quality Data-driven 52

Alation

AUGUST 11, 2022

I pondered whether these megatrends — with their data meshes, data fabrics , and modern data stacks — were really brand new, or whether history may be repeating itself, albeit with new terminology. So we have to be very careful about giving the domains the right and authority to fix data quality.

Metadata 52

Metadata Data Warehouse Data Quality Data Lake 52

BI-Survey

APRIL 27, 2023

While most continue to struggle with data quality issues and cumbersome manual processes, best-in-class companies are making improvements with commercial automation tools. The data vault has strong adherents among best-in-class companies, even though its usage lags the alternative approaches of third-normal-form and star schema.

Modeling 52

Modeling Data Warehouse Data Quality Business Driver 52

BI-Survey

AUGUST 24, 2022

Specifically, organizations are implementing data governance programs and data quality workflows to improve data accuracy, completeness, and consistency. They are launching data literacy programs with coaching and support networks to improve knowledge and skills required to use BI/analytics tools effectively.

IT 52

IT Business Driver Data Quality Data-driven 52

Peter James Thomas

MAY 3, 2019

As part of my consulting business , I end up thinking about Data Capability Frameworks quite a bit. Sometimes this is when I am assessing current Data Capabilities, sometimes it is when I am thinking about how to transition to future Data Capabilities. Control of Data to ensure it is Fit-for-Purpose. Introduction.

Strategy 55

Strategy Data Architecture Data Quality Data Strategy 55

Jim Harris

JULY 13, 2015

Background: “Apathy is the enemy of data quality”. I began work on data quality in the late 1980s at the great Bell Laboratories. This led me to conclude, by about 2000, that apathy was the number one enemy of data quality. I especially wanted to identify industries that were ripe for data quality.

Data Quality 56

Data Quality Data-driven Big Data Consulting 56

IBM Big Data Hub

MARCH 14, 2024

Businesses face significant hurdles when preparing data for artificial intelligence (AI) applications. The existence of data silos and duplication, alongside apprehensions regarding data quality, presents a multifaceted environment for organizations to manage.

Cost-Benefit 82

Cost-Benefit Metadata Optimization Management 82

Alation

DECEMBER 14, 2021

But by partnering with a professional consultant in data quality management systems, forward-thinking enterprises gain a significant competitive edge over their competitors. Confusion around the meanings of different “cloudy” phrases is commonplace. Let’s start with some simple definitions. What is cloud-native?

Cost-Benefit 52

Cost-Benefit Data Processing Optimization Consulting 52

Smarten

AUGUST 9, 2017

The ideal solution should balance agility with data governance to provide data quality and clear watermarks to identify the source of data. Augmented Analytics automates data insight by utilizing machine learning and natural language to automate data preparation and enable data sharing.

Analytics 40

Analytics IT Statistics ROI 40

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 Consulting 52

Andrew White

JANUARY 9, 2022

Could you precise to which complementary research you mentioned when you talked about a data governance survey ? – Here is the one I mentioned during the webinar: The State of Data and Analytics Governance Is Worse Than You Think. – Data (and analytics) governance remains a challenge.

Analytics 64

Analytics Measurement Modeling Data-driven 64