DataOps Archives

Maximize Upstream DataOps Efficiency Through AI and Machine Learning to Accelerate Analytics

Featured Post DataOps West 2020posted by ODSC Community October 26, 2020

What is DataOps? At Zaloni, we’re talking about all things Dataops. Though it is a recent buzzword in the data management industry, the concept of DataOps is not new. DataOps is a data management methodology that considers the technology, process, and people involved in improving data... Read more

5 Steps to Implementing a Data Literacy-Driven DataOps Framework

Business + Management DataOps Tools & Languages DataOpsposted by ODSC Community November 12, 2019

DataOps is a new framework that has been gathering greater attention in the past year since it first appeared on the Gartner Hype Cycle. DataOps is defined as a new way of thinking related to data that encompasses people, processes, and technology, resulting in improved collaboration... Read more

Why Do Businesses Need a Data (and AI) Manifesto?

Business + Management Opinion DataOps Privacyposted by Elizabeth Wallace, ODSC July 1, 2019

50 years ago, the concept of privacy meant disappearing. You built a wall around your private data, and it was pretty easy to keep that wall secure. Aside from governmental intrusion, you didn’t have to worry much about constant feeds of data streaming from your daily... Read more

5 Mistakes You’re Making With DataOps

Business + Management DataOps Featured Post DataOpsposted by Elizabeth Wallace, ODSC March 29, 2019

Data is the driver for just about every modern business, and as companies consume more data more intelligently, there’s a need for a better community and higher buy-in. DataOps stands to do to data what DevOps did to development. [Related Article: Data Ops: Running ML... Read more

7 Steps to Go From Data Science to Data Ops

Business + Management DataOps Featured Post Tools & Languages Conferences DataOpsposted by Elizabeth Wallace, ODSC March 19, 2019

Not too long ago, data operation wasn’t on the radar, but now that it’s all people talk about, how can you move efficiently from data science to data ops? Gil Benghiat, co-founder of Data Kitchen, shares seven steps to do just that. [Related Article: The Difference... Read more

Data Ops: Running ML Models in Production the Right Way

DataOps Tools & Languages DataOpsposted by Ido Shlomo February 22, 2019

Editor’s note: Check out Ido’s talk at ODSC East 2019 this May, “From Zero to Airflow: Bootstrapping Into a Best-in-Class Risk Analytics Platform.” The tipping point Many organizations reach the point in which new goals for SLA, scale, or efficiency simply exceed the capabilities of their existing... Read more