Upcoming Data Engineering Technologies in 2023
1. DataOps and MLOps DataOps and MLOps are methodologies that apply DevOps principles to data analytics and machine learning workflows. These approaches emphasize automation, continuous integration/continuous delivery (CI/CD), and a culture of collaboration between data scientists, engineers, and operations. 2. Augmented Analytics Augmented analytics uses artificial intelligence (AI) and machine learning (ML) to automate data […]
Unleashing the Power of Data Operations (DataOps)
The Core Principles of DataOps Agile Development DataOps introduces Agile Development into data analytics so that data teams and users work together more efficiently and effectively. In Agile Development, the data team publishes new or updated analytics in short increments called “sprints.” This type of responsiveness is impossible using a Waterfall project management methodology which […]
