Smart Data Collective

APRIL 20, 2022

Companies that utilize data analytics to make the most of their business model will have an easier time succeeding with Amazon. One of the best ways to create a profitable business model with Amazon involves using data analytics to optimize your PPC marketing strategy. However, it is important to make sure the data is reliable.

Data Quality 128

Data Quality Analytics Testing Sales 128

datapine

NOVEMBER 27, 2019

Companies are no longer wondering if data visualizations improve analyses but what is the best way to tell each data-story. 2020 will be the year of data quality management and data discovery: clean and secure data combined with a simple and powerful presentation. 1) Data Quality Management (DQM).

Business Intelligence 361

Business Intelligence Analytics Prescriptive Analytics Data Quality 361

DataKitchen

AUGUST 16, 2024

2024 Gartner Market Guide To DataOps We at DataKitchen are thrilled to see the publication of the Gartner Market Guide to DataOps, a milestone in the evolution of this critical software category. At DataKitchen, we think of this is a ‘meta-orchestration’ of the code and tools acting upon the data. Contact us to learn more!

Marketing 124

Marketing Data Quality Testing Metadata 124

DataKitchen

JULY 12, 2023

The Syntax, Semantics, and Pragmatics Gap in Data Quality Validate Testing Data Teams often have too many things on their ‘to-do’ list. Each unit will have unique data sets with specific data quality test requirements. One of the standout features of DataOps TestGen is the power to auto-generate data tests.

Data Quality 130

Data Quality Testing Manufacturing Finance 130

Smart Data Collective

SEPTEMBER 29, 2022

A growing number of companies have leveraged big data to cut costs, improve customer engagement, have better compliance rates and earn solid brand reputations. The benefits of big data cannot be overstated. One study by Think With Google shows that marketing leaders are 130% as likely to have a documented data strategy.

Data-driven 145

Data-driven Data Quality Optimization Insurance 145

CIO Business Intelligence

MARCH 13, 2024

But hearing those voices, and how to effectively respond, is dictated by the quality of data available, and understanding how to properly utilize it. “We We know in financial services and in a lot of verticals, we have a whole slew of data quality challenges,” he says. Traditionally, AI data quality has been a challenge.”

Data Quality 105

Data Quality Digital Transformation Enterprise Marketing 105

CIO Business Intelligence

DECEMBER 11, 2024

If youre not keeping up the fundamentals of data and data management, your ability to adopt AIat whatever stage you are at in your AI journeywill be impacted, Kulkarni points out. Without it, businesses risk perpetuating the very inefficiencies they aim to eliminate, adds Kulkarni.

Risk 111

Risk Data Strategy Strategy Data Governance 111

AWS Big Data

JUNE 6, 2023

We are excited to announce the General Availability of AWS Glue Data Quality. Our journey started by working backward from our customers who create, manage, and operate data lakes and data warehouses for analytics and machine learning. It takes days for data engineers to identify and implement data quality rules.

Data Quality 97

Data Quality Statistics Data Lake Visualization 97

Alation

MAY 24, 2022

generally available on May 24, Alation introduces the Open Data Quality Initiative for the modern data stack, giving customers the freedom to choose the data quality vendor that’s best for them with the added confidence that those tools will integrate seamlessly with Alation’s Data Catalog and Data Governance application.

Data Quality 98

Data Quality Data Governance Metadata Metrics 98

AWS Big Data

MARCH 12, 2024

In recent years, data lakes have become a mainstream architecture, and data quality validation is a critical factor to improve the reusability and consistency of the data. In this post, we provide benchmark results of running increasingly complex data quality rulesets over a predefined test dataset.

Data Quality 103

Data Quality Measurement Testing Visualization 103

O'Reilly on Data

JUNE 18, 2019

As model building become easier, the problem of high-quality data becomes more evident than ever. Even with advances in building robust models, the reality is that noisy data and incomplete data remain the biggest hurdles to effective end-to-end solutions. Data integration and cleaning.

Machine Learning 279

Machine Learning Data Quality Statistics Modeling 279

Octopai

JULY 11, 2022

But you see the “way-less-than-stellar” impact this data is having on your ostensibly data-driven organization. On business-critical questions like: Which product line should we invest in – or adjust – or market differently? Tie data quality directly to business objectives. Better data quality?

Data Quality 98

Data Quality Strategy Business Objectives Sales 98

CIO Business Intelligence

JANUARY 5, 2025

Research from Gartner, for example, shows that approximately 30% of generative AI (GenAI) will not make it past the proof-of-concept phase by the end of 2025, due to factors including poor data quality, inadequate risk controls, and escalating costs. [1] Reliability and security is paramount.

Enterprise 124

Enterprise Cost-Benefit Unstructured Data Data Quality 124

DataKitchen

APRIL 13, 2021

Companies that implement DataOps find that they are able to reduce cycle times from weeks (or months) to days, virtually eliminate data errors, increase collaboration, and dramatically improve productivity. As a result, vendors that market DataOps capabilities have grown in pace with the popularity of the practice. Data breaks.

Testing 300

Testing Machine Learning Consulting Data Quality 300

Octopai

MARCH 23, 2022

But data powers decisions, applications, and actions across industrial and national lines. Data lineage tools give you exactly that kind of transparent, x-ray vision into your data quality. Data Supervision. Having the right data intelligence tools can be a make-or-break for data responsibility success.

Data Quality 98

Data Quality Reporting Modeling Interactive 98

CIO Business Intelligence

NOVEMBER 13, 2024

Workday announced new AI agents to transform HR and finance processes, and Google issued more AI-powered advertising and marketing tools. Similarly, higher education marketing company Education Dynamics is using gen AI to help with marketing campaigns. There were new releases for AI video and image generation, too.

IT 141

IT Consulting ROI Cost-Benefit 141

O'Reilly on Data

MARCH 18, 2020

Two functional areas—marketing/advertising/PR and operations/facilities/fleet management—see usage share of about 20%. By contrast, AI adopters are about one-third more likely to cite problems with missing or inconsistent data. Companies evaluating AI, by contrast, may not yet know to what extent data quality can create AI woes.

Enterprise 347

Enterprise Deep Learning Data Governance Risk 347

AWS Big Data

DECEMBER 4, 2024

With improved access and collaboration, you’ll be able to create and securely share analytics and AI artifacts and bring data and AI products to market faster. Data teams struggle to find a unified approach that enables effortless discovery, understanding, and assurance of data quality and security across various sources.

Data Analytics 85

Data Analytics Analytics Data Lake Data Quality 85

Timo Elliott

NOVEMBER 7, 2024

In a recent presentation at the SAPSA Impuls event in Stockholm , George Sandu, IKEA’s Master Data Leader, shared the company’s data transformation story, offering valuable lessons for organizations navigating similar challenges. “Every flow in our supply chain represents a data flow,” Sandu explained.

Data Transformation 84

Data Transformation Data Quality Digital Transformation Strategy 84

CIO Business Intelligence

MAY 3, 2022

As the 125-year-old company evolves to meet changing market needs, and as enabling technologies like AI and machine learning are added to the mix, this integrated and collaborative approach has changed how IT makes decisions about which digital solutions are right for Dow and the markets they serve, explains Chris Bruman, Dow’s Chief Data Officer.

Data Quality 96

Data Quality Machine Learning Business Objectives Business Intelligence 96

DataKitchen

JANUARY 25, 2022

The strategic value of analytics is widely recognized, but the turnaround time of analytics teams typically can’t support the decision-making needs of executives coping with fast-paced market conditions. When internal resources fall short, companies outsource data engineering and analytics.

Consulting 244

Consulting Testing Data Lake Data Quality 244

CIO Business Intelligence

JANUARY 9, 2025

The biggest challenge retailers face isnt access to AI, but the quality and readiness of their product data. Our customers and prospects face a growing challenge of managing vast amounts of product data across multiple channels and markets, adds Fouache.

B2B 105

B2B Cost-Benefit Data-driven Sales 105

CIO Business Intelligence

NOVEMBER 5, 2024

The key is good data quality. International Data Corporation (IDC) is the premier global provider of market intelligence, advisory services, and events for the technology markets. IDC is a wholly owned subsidiary of International Data Group (IDG Inc.), have their own additional regulations.

Uncertainty 98

Uncertainty Measurement ROI Reporting 98

Dataiku

SEPTEMBER 13, 2023

In this blog , David Talaga (Product Marketing at Dataiku) explains that shopping in a supermarket could be similar to searching for the best data product for your use case. As a data analyst, the same mechanism applies to the data products you are looking for: Can I trust it?

Data Quality 85

Data Quality Marketing IT 85

CIO Business Intelligence

NOVEMBER 19, 2024

They are often unable to handle large, diverse data sets from multiple sources. Another issue is ensuring data quality through cleansing processes to remove errors and standardize formats. Staffing teams with skilled data scientists and AI specialists is difficult, given the severe global shortage of talent.

Analytics 97

Analytics Cost-Benefit Finance Data-driven 97

IBM Big Data Hub

JULY 13, 2023

When we talk about data integrity, we’re referring to the overarching completeness, accuracy, consistency, accessibility, and security of an organization’s data. Together, these factors determine the reliability of the organization’s data. Data quality Data quality is essentially the measure of data integrity.

Data Quality 63

Data Quality Data Integration Metadata Cost-Benefit 63

Smart Data Collective

FEBRUARY 23, 2021

Marketers around the world are embracing data-driven marketing to drive better results from their campaigns. However, while doing so, you need to work with a lot of data and this could lead to some big data mistakes. But why use data-driven marketing in the first place? Ignoring Data Quality.

Big Data 142

Big Data Visualization Data Quality Data-driven 142

CIO Business Intelligence

DECEMBER 17, 2024

Prioritize data quality and security. For AI models to succeed, they must be fed high-quality data thats accurate, up-to-date, secure, and complies with privacy regulations such as the Colorado Privacy Act, California Consumer Privacy Act, or General Data Protection Regulation (GDPR).

Experimentation 98

Experimentation ROI Risk Data Quality 98

O'Reilly on Data

OCTOBER 13, 2020

Our previous articles in this series introduce our own take on AI product management , discuss the skills that AI product managers need , and detail how to bring an AI product to market. In Bringing an AI Product to Market , we distinguished the debugging phase of product development from pre-deployment evaluation and testing.

Management 308

Management Machine Learning Metrics Modeling 308

CIO Business Intelligence

NOVEMBER 14, 2024

Migration to the cloud, data valorization, and development of e-commerce are areas where rubber sole manufacturer Vibram has transformed its business as it opens up to new markets. We’re in publishing, but it’s the accompanying services that differentiate us on the market; the technology component is what gives value to our business.”

ROI 119

ROI B2B Business Objectives Digital Transformation 119

CIO Business Intelligence

JANUARY 1, 2025

It allows tourism companies to anticipate demand, optimize resource management, and improve sustainability, he says.And in an environment where speed, precision, and personalization are essential, its vital to adopt solutions to improve the customer experience and be on the front foot to new market changes.

Strategy 115

Strategy Digital Transformation Optimization Technology 115

datapine

JANUARY 24, 2021

Or even better: “Which marketing campaign that I did this quarter got the best ROI, and how can I replicate its success?”. These key questions to ask when analyzing data can define your next strategy in developing your company. Don’t worry if you feel like the abundance of data sources makes things seem complicated.

IT 317

IT Statistics KPI Data-driven 317

datapine

JANUARY 21, 2020

To put the business-boosting benefits of BI into perspective, we’ll explore the benefits of business intelligence reports, core BI characteristics, and the fundamental functions companies can leverage to get ahead of the competition while remaining on the top of their game in today’s increasingly competitive digital market.

Business Intelligence 259

Business Intelligence Reporting Cost-Benefit Dashboards 259

David Menninger's Analyst Perspectives

MARCH 21, 2023

It is also important to keep up with the latest trends and technologies to derive higher value from data and analytics and maintain a competitive edge in the market. However, every organization faces challenges with data management and analytics.

Analytics 147

Analytics Data Governance Data Quality Management 147

Cloudera

NOVEMBER 13, 2024

This guarantees data quality and automates the laborious, manual processes required to maintain data reliability. Robust Data Catalog: Organizations can create company-wide consistency with a self-creating, self-updating data catalog.

Metadata 90

Metadata Management Data Governance Data-driven 90