O'Reilly on Data

MARCH 31, 2020

But there’s a host of new challenges when it comes to managing AI projects: more unknowns, non-deterministic outcomes, new infrastructures, new processes and new tools. You might establish a baseline by replicating collaborative filtering models published by teams that built recommenders for MovieLens, Netflix, and Amazon.

Management 363

Management Machine Learning Experimentation Metrics 363

datapine

MAY 31, 2022

Instead of installing software on your own servers, SaaS companies enable you to rent software that’s hosted, this is typically the case for a monthly or yearly subscription fee. This has increased the difficulty for IT to provide the governance, compliance, risks, and data quality management required.

Risk 237

Risk Cost-Benefit Business Intelligence Data-driven 237

datapine

APRIL 15, 2020

You need to determine if you are going with an on-premise or cloud-hosted strategy. You will need to continually return to your business dashboard to make sure that it’s working, the data is accurate and it’s still answering the right questions in the most effective way. Construction Iterations.

Business Intelligence 276

Business Intelligence Analytics Testing Dashboards 276

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% Cloud migrations have been on the rise in recent years for a host of business reasons, but CIOs serious about sustainability are pulling out all the stops.

IT 131

IT Internet of Things Reporting Cost-Benefit 131

DataKitchen

FEBRUARY 21, 2023

Overview of Gartner’s data engineering enhancements article To set the stage for Gartner’s recommendations, let’s give an example of a new Data Engineering Manager, Marcus, who faces a whole host of challenges to succeed in his new role: Marcus has a problem. Find opportunities to automate and refactor.

Data-driven 130

Data-driven Testing Risk Cost-Benefit 130

AWS Big Data

AUGUST 1, 2024

Migrating to Amazon Redshift offers organizations the potential for improved price-performance, enhanced data processing, faster query response times, and better integration with technologies such as machine learning (ML) and artificial intelligence (AI). When the wave is complete, the people from that wave will move to another wave.

Data Warehouse 115

Data Warehouse KPI Optimization Cost-Benefit 115

Howard Dresner

JANUARY 20, 2014

Examples: user empowerment and the speed of getting answers (not just reports) • There is a growing interest in data that tells stories; keep up with advances in storyboarding to package visual analytics that might fill some gaps in communication and collaboration • Monitor rumblings about trend to shift data to secure storage outside the U.S.

Business Intelligence 56

Business Intelligence Software Predictive Analytics Data Processing 56

erwin

APRIL 16, 2024

In this blog, we’ll delve into the critical role of governance and data modeling tools in supporting a seamless data mesh implementation and explore how erwin tools can be used in that role. erwin also provides data governance, metadata management and data lineage software called erwin Data Intelligence by Quest.

Metadata 52

Metadata Data Quality Data Governance Modeling 52

Howard Dresner

JANUARY 4, 2015

He has published two books on the subject, The Performance Management Revolution — Business Results through Insight and Action, and Profiles in Performance — Business Intelligence Journeys and the Roadmap for Change. He hosts a weekly tweet chat (#BIWisdom) on Twitter each Friday.

Business Intelligence 45

Business Intelligence Recreation/Entertainment Sales Data Quality 45

Ontotext

JULY 12, 2024

This enables our customers to work with a rich, user-friendly toolset to manage a graph composed of billions of edges hosted in data centers around the world. The blend of our technologies provides the perfect environment for content and data management applications in many knowledge-intensive enterprises.

Enterprise 59

Enterprise Cost-Benefit Metadata Data Integration 59

Howard Dresner

MAY 30, 2014

The tweets about the role of governance regarding security ignited an important question, especially when considered in the realm of self-service BI: Does governance also cover data quality? After all, bad data leads to bad decisions. Several tweeted opinions that it’s important to expose bad data.

Business Intelligence 40

Business Intelligence Executive BI Data Quality Data Processing 40

Alation

NOVEMBER 28, 2022

It is also hard to know whether one can trust the data within a spreadsheet. And they rarely, if ever, host the most current data available. Sathish Raju, cofounder & CTO, Kloudio and senior director of engineering, Alation: This presents challenges for both business users and data teams.

Metadata 52

Metadata Enterprise Cost-Benefit Finance 52

Andrew White

JANUARY 9, 2022

On Thursday January 6th I hosted Gartner’s 2022 Leadership Vision for Data and Analytics webinar. I try to relate as much published research as I can in the time available to draft a response. I would take a look at our Top Trends for Data and Analytics 2021 for additional AI, ML and related trends.

Analytics 64

Analytics Measurement Data-driven Modeling 64

Andrew White

JANUARY 11, 2021

On January 4th I had the pleasure of hosting a webinar. It was titled, The Gartner 2021 Leadership Vision for Data & Analytics Leaders. This was for the Chief Data Officer, or head of data and analytics. Try this: Tie Your Data and Analytics Initiatives to Stakeholders and Their Business Goals.

Data Analytics 52

Data Analytics Analytics Data-driven Finance 52

Jim Harris

MARCH 1, 2022

OCDQ Radio is an audio podcast about data quality and its related disciplines, produced and hosted by Jim Harris. Podcast Episodes on Data Quality. I have been enjoying listening to many of the old episodes since I was happy to hear how evergreen they are, meaning their content is still applicable today.

Data Quality 40

Data Quality Data Processing Publishing IT 40

Jim Harris

MARCH 5, 2022

OCDQ Radio is an audio podcast about data quality and its related disciplines, produced and hosted by Jim Harris.

Data Governance 52

Data Governance Data Quality Data Processing Publishing 52

Jim Harris

MARCH 9, 2022

OCDQ Radio is an audio podcast about data quality and its related disciplines, produced and hosted by Jim Harris.

Big Data 52

Big Data Data Science Data Quality Data Processing 52

Depict Data Studio

MAY 12, 2020

They host monthly meet-ups, which have included hands-on workshops, guest speakers, and career panels. Data Visualization Society. Amanda said, “There are different points in which we make decisions about how and what we visualize, and then how we publish and share. COVID-19 Data Quality Issues. DataViz DC.

Visualization 52

Visualization Uncertainty Data Collection Data Quality 52

The Unofficial Google Data Science Blog

JULY 18, 2023

We normally have lots of labelers and items in our dataset, and priors give a form of regularization that better handles cases where data might be sparse and makes the model less prone to overfitting. We derive our measurement of data quality, ICC, from the variance parameters in the model.$$

Measurement 52

Measurement Metrics Uncertainty Slice and Dice 52

Jet Global

OCTOBER 26, 2023

If your finance team is using JD Edwards (JDE) and Oracle E-Business Suite (EBS), it’s like they rely on well-maintained and accurate master data to drive meaningful insights through reporting. For these teams, data quality is critical. Ensuring that data is integrated seamlessly for reporting purposes can be a daunting task.

Data Quality 52

Data Quality Reporting Operational Reporting Finance 52

Jet Global

FEBRUARY 23, 2024

The quick and dirty definition of data mapping is the process of connecting different types of data from various data sources. Data mapping is a crucial step in data modeling and can help organizations achieve their business goals by enabling data integration, migration, transformation, and quality.

Data Warehouse 52

Data Warehouse Reporting Data Transformation Visualization 52

Jet Global

OCTOBER 11, 2023

It requires complex integration technology to seamlessly weave analytics components into the fabric of the host application. Another hurdle is the task of managing diverse data sources, as organizations typically store data in various formats and locations.

Dashboards 52

Dashboards Data-driven Reporting Software 52

Jet Global

AUGUST 24, 2023

This approach helps mitigate risks associated with data security and compliance, while still harnessing the benefits of cloud scalability and innovation. You’ll learn how to: Simplify and accelerate data access and data validation with the ability to perform side-by-side comparisons of data from on-premises and Cloud ERP.

Finance 52

Finance Reporting Data Integration Data Warehouse 52

AWS Big Data

OCTOBER 31, 2024

In this post, we discuss how Volkswagen Autoeuropa used Amazon DataZone to build a data marketplace based on data mesh architecture to accelerate their digital transformation. Data quality issues – Because the data was processed redundantly and shared multiple times, there was no guarantee of or control over the quality of the data.

Digital Transformation 111

Digital Transformation Metadata Data Quality Manufacturing 111