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DataOps
DevOps to DevSecOps: All about the Journey!

DevOps to DevSecOps: All about the Journey!

Business + ManagementDataOpsTools & Languagesdevopsdevsecopsposted by ODSC Community January 20, 2020

What do DevOps and DevSecOps—two unions of various divisions the same organization, who has any intention of rushing to the aid of agility and faster innovation—have in common with each other and what are the relationships between these development tools? Are they indicating any trend which... Read more
5 Steps to Implementing a Data Literacy-Driven DataOps Framework

5 Steps to Implementing a Data Literacy-Driven DataOps Framework

Business + ManagementDataOpsTools & LanguagesDataOpsposted 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
How Can You Combine DevOps and Automation for Robust Security?

How Can You Combine DevOps and Automation for Robust Security?

DataOpsGuest contributorTools & LanguagesdevopsSecurityposted by ODSC Community October 18, 2019

In this article, we will be taking a look at how the organizations can leverage the potential of DevOps and automation in order to evolve their business. As the engineering teams are trying to innovate at... Read more
5 DevOps Challenges To Overcome To Gain Productivity

5 DevOps Challenges To Overcome To Gain Productivity

DataOpsTools & LanguagesWorkflowAzuredevopsdevops challengesposted by Atman Rathod August 26, 2019

Editor’s Note: Is your business ready to implement DevOps? Learn more at ODSC West on how you can do just that. DevOps brought the development community to the agile era where multiple teams can work in a collaborative environment sharing their skills, knowledge and development responsibilities. As... Read more
5 Mistakes You’re Making With DataOps

5 Mistakes You’re Making With DataOps

Business + ManagementDataOpsFeatured PostDataOpsposted 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

7 Steps to Go From Data Science to Data Ops

Business + ManagementDataOpsFeatured PostTools & LanguagesConferencesDataOpsposted 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

Data Ops: Running ML Models in Production the Right Way

DataOpsTools & LanguagesDataOpsposted 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
6 Reasons Why Data Science Projects Fail

6 Reasons Why Data Science Projects Fail

DataOpsModelingTools & LanguagesCareer insightposted by Daniel Gutierrez, ODSC January 14, 2019

In this article, I will dig deep into my years of experience as a tech journalist and practicing data scientist and reflect on numerous conversations I’ve had with companies about their data science projects in order to identify what I’ve seen as the top reasons why... Read more
The History of Big Data Processing in 5 Critical Papers

The History of Big Data Processing in 5 Critical Papers

DataOpsPlatformsTools & Languagesposted by Diego Arenas, ODSC April 25, 2018

Read the History of Big Data Processing in These 5 Papers Big data is a multi-faceted area of interest and growth in today’s digital world. While many understand the core concepts of big data, the history is lesser known. Individuals interested in big data processing can... Read more
Sheddable Requests: The Intersection of Hackweeks, Book Clubs, and Site Reliability Engineering

Sheddable Requests: The Intersection of Hackweeks, Book Clubs, and Site Reliability Engineering

DataOpsPlatformsToolsTools & Languagesposted by Civis Analytics Team April 19, 2018

One of the things I love about working at Civis is the opportunity we have for continuous learning. Not long ago I had the opportunity to be involved in a book club which read through Google’s Site Reliability Engineering book. One of the essays in this book addressed various... Read more
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