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Tag: operationalization

Why DataOps-Centered Engineering is the Future of Data

DataOps will soon become integral to data engineering, influencing the future of data. Many organizations today still struggle to harness data and analytics to gain actionable insights. By centering DataOps in their proc Read more…

Operationalizing Analytics: Conquering the Last Mile

Per research from McKinsey, only 8% of companies successfully scale analytics. To improve this abysmal rate, organizations must conquer what’s been called the last mile of analytics. For those who can, the payoff is tr Read more…

DataLake

Four Ways Automation Can Rescue Your Data Lake

Ask Gartner Research and you’ll find that as of late 2017, 60% of big data projects failed to survive the pilot phase and only 17% of Hadoop deployments went on to the production phase. However, it’s often not due to Read more…

ParallelM Aims to Close the Gap in ML Operationalization

A startup named ParallelM today unveiled new software aimed at alleviating data scientists from the burden of manually deploying, monitoring, and managing machine learning pipelines in production. Dubbed MLOps, Parall Read more…

How TransUnion Maximizes Data Science Tools and Talent

You may know TransUnion as one of the credit bureaus that controls the interest rate on your new loan. But in fact the company does much more, and has solutions around fraud detection, collections, and marketing, among o Read more…

Avoid These Five Big Data Governance Mistakes

If you're embarking upon a big data project, then you're likely running into one or more data management challenges. The decisions you make regarding how you enforce data governance and how you control data flows can mak Read more…

Data Science Operationalization in the Spotlight at Leverage Big Data ’16

How do you create business value from data science? It may be easy to answer from a theoretical standpoint, but actually turning data into business value in the real world is another matter entirely. This week, dozens of Read more…

Slow But Steady Progress Spotted in Operationalization of Big Data

It might be a tough word to get out of your mouth, but "operationalization" remains a central element of the big data opportunity. And according to a new Capgemini and Informatica study titled "The Big Data Payoff: Turni Read more…

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