Anmut

JULY 12, 2021

Data without context is just meaningless noise, and any effort to improve or extract value from your data without considering the larger business context is doomed to fall short.? Unfortunately, traditional approaches to data remediation often focus on technical data quality in isolation from the broader data and business ecosystem.

Data Quality 52

Data Quality Measurement Metrics Dashboards 52

Cloudera

NOVEMBER 15, 2021

Since learning with labeled data is known as supervised learning, methods that reduce the need for labels have names such as self-supervision, semi-supervision, weak-supervision, non-supervision, incidental-supervision, few-shot learning, and zero-shot learning. Data curation. months since 2012.

Unstructured Data 86

Unstructured Data Recreation/Entertainment Structured Data Reporting 86

O'Reilly on Data

DECEMBER 12, 2019

Residuals are a numeric measurement of model errors, essentially the difference between the model’s prediction and the known true outcome. Residual plots place input data and predictions into a two-dimensional visualization where influential outliers, data-quality problems, and other types of bugs often become plainly visible.

Machine Learning 191

Machine Learning Modeling Testing Risk Management 191

CIO Business Intelligence

MARCH 28, 2024

We can only optimize,” said Jochen Decker at the Hamburg IT Strategy Days in February. The third part of the program, asset management, is intended to reduce material wear and tear, and make better use of the workshops. Artificial Intelligence, CIO, Data Management, Data Quality, IT Leadership, Transportation and Logistics Industry

Measurement 111

Measurement Optimization Forecasting Data Quality 111

CIO Business Intelligence

FEBRUARY 2, 2024

That’s where MDM comes in to help create a single version of truth across all copies of master data to ensure data values are aligned. Certifications measure your knowledge and skills against industry- and vendor-specific benchmarks to prove to employers you have the right skillset. Informatica Master Data Management 10.3

Management 116

Management Data Governance Cost-Benefit Testing 116

Cloudera

SEPTEMBER 7, 2023

This puts the onus on institutions to implement robust data encryption standards, process sensitive data locally, automate auditing, and negotiate clear ownership clauses in their service agreements. But these measures alone may not be sufficient to protect proprietary information. Train and upskill employees.

Insurance 79

Insurance Risk Data-driven Finance 79

IBM Big Data Hub

SEPTEMBER 11, 2023

How to quantify the impact : Quantify, articulate and measure the expected long-term benefit of a capability to justify the investment. This strategy is not based on a “gut feel” or anecdotal knowledge of a few individuals, but on a well-documented, expansive set of findings, business analysis and calculated projections.

Data-driven 91

Data-driven IT Measurement Cost-Benefit 91