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Tag: DataOps


BI Categories, Data Mining

5 ways to use AI and machine learning in dataops

September 11, 2023

Via: InfoWorld

Data wrangling, dataops, data prep, data integration—whatever your organization calls it, managing the operations to integrate and cleanse data is labor intensive. Many businesses struggle to integrate new data sets efficiently, improve data quality, centralize master data records, and create […]


BI Categories, Data Mining

The Three Things Data Practitioners Struggle With

September 8, 2023

Via: DATAVERSITY

Data Management has never been more critical than today. As AI grows more prominent, data initiatives are more important than ever. As the digital age propels us forward, the need for robust DataOps strategies becomes evident. These strategies, however, are […]


BI Categories, Data Mining

What is DataOps? Collaborative, cross-functional analytics

December 22, 2022

Via: CIO

What is DataOps? DataOps (data operations) is an agile, process-oriented methodology for developing and delivering analytics. It brings together DevOps teams with data engineers and data scientists to provide the tools, processes, and organizational structures to support the data-focused enterprise. […]


BI Categories, Data Mining

How Data Reliability Engineering Can Solve Today’s Data Challenges

July 1, 2022

Via: DATAVERSITY

A 20-year-old article from MIT Technology Review tells us that good software “is usable, reliable, defect-free, cost-effective, and maintainable. And software now is none of those things.” Today, most businesses would beg to differ. From payments to CRM to analytics […]


BI Categories, Data Mining

Implementing Data Strategy Across the Data Lifecycle

October 12, 2021

Via: DATAVERSITY

Organizations wishing to implement a Data Strategy—a set of decisions that form a pattern, charting a high-level course of action—face significant challenges in unifying their message across the data lifecycle. Only 30% of companies have a clear organizational Data Strategy, […]


BI Categories, Data Mining

DataOps Highlights the Need for Automated ETL Testing (Part 1)

August 30, 2021

Via: DATAVERSITY

DataOps, which focuses on automated tools throughout the ETL development cycle, responds to a huge challenge for data integration and ETL projects in general. ETL projects are increasingly based on agile processes and automated testing. ETL (i.e., extract, transform, load) […]


BI Categories, Data Mining

The Move to Public Cloud and an Intelligent Data Strategy

March 29, 2021

Via: DATAVERSITY

It has taken a global pandemic for organizations to finally realize that the old way of doing businesses – and the legacy technologies and processes that came with it – are no longer going to cut it. This is especially […]


BI Categories, Business Analysis

What is DataOps? Collaborative, cross-functional analytics

November 30, 2020

Via: CIO

DataOps (data operations) is an agile, process-oriented methodology for developing and delivering analytics. It brings together DevOps teams with data engineers and data scientists to provide the tools, processes and organizational structures to support the data-focused enterprise. Michele Goetz, vice […]