CIO Business Intelligence

NOVEMBER 18, 2024

In the quest to reach the full potential of artificial intelligence (AI) and machine learning (ML), there’s no substitute for readily accessible, high-quality data. If the data volume is insufficient, it’s impossible to build robust ML algorithms. If the data quality is poor, the generated outcomes will be useless.

Data-driven 111

Data-driven Machine Learning ROI Uncertainty 111

CIO Business Intelligence

NOVEMBER 19, 2024

A modern data and artificial intelligence (AI) platform running on scalable processors can handle diverse analytics workloads and speed data retrieval, delivering deeper insights to empower strategic decision-making. Business objectives must be articulated and matched with appropriate tools, methodologies, and processes.

Analytics 97

Analytics Cost-Benefit Finance Data-driven 97

DataKitchen

SEPTEMBER 18, 2024

A DataOps Approach to Data Quality The Growing Complexity of Data Quality Data quality issues are widespread, affecting organizations across industries, from manufacturing to healthcare and financial services. 73% of data practitioners do not trust their data (IDC). The challenge is not simply a technical one.

Scorecard 177

Scorecard Data Quality Measurement Testing 177

erwin

MAY 27, 2020

Data modeling supports collaboration among business stakeholders – with different job roles and skills – to coordinate with business objectives. Data resides everywhere in a business , on-premise and in private or public clouds. Nine Steps to Data Modeling.

Modeling 98

Modeling Metadata Data Governance Visualization 98

CIO Business Intelligence

MAY 24, 2024

The goal of GRC, in general, is to ensure that proper policies and controls are in place to reduce risk, to set up a system of checks and balances to alert personnel when new risks materialize, and to manage business processes more efficiently and proactively. Enter the need for competent governance, risk and compliance (GRC) professionals.

Risk 119

Risk Risk Management Management Enterprise 119

Sisense

OCTOBER 27, 2020

As companies digitally transform and become data-driven, each department and team needs to find its own ways to embrace data and insights to make smarter decisions. HR professionals are awash in hiring and employee data of all kinds. Again: Today, HR teams are inundated with HR data from a variety of sources.

People Analytics 74

People Analytics Analytics Key Performance Indicator Cost-Benefit 74

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 Metrics 52