Remove dataops-what-it-is-and-what-the-enterprise-gets-wrong
article thumbnail

DataOps: What It Is and What the Enterprise Gets Wrong

Dataversity

The post DataOps: What It Is and What the Enterprise Gets Wrong appeared first on DATAVERSITY. The post DataOps: What It Is and What the Enterprise Gets Wrong appeared first on DATAVERSITY.

DataOps 93
article thumbnail

Take the Route to AI Success with DataOps and MLOps

DataRobot Blog

What are companies actually doing today? The survey asked companies how they used two overlapping types of tools to deploy analytical models: Data operations (DataOps) tools, which focus on creating a manageable, maintainable, automated flow of quality-assured data. Survey Demographics. Survey Questions. Deploying Models Today.

DataOps 52
professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Data Governance Program: Ensuring a Successful Delivery

Alation

We’ve seen the emergence of new, less invasive approaches, yet the question remains: What do CIOs think is most required to deliver a successful data governance program? We’ve seen the emergence of new, less invasive approaches, yet the question remains: What do CIOs think is most required to deliver a successful data governance program?

article thumbnail

What Is Data Observability and Why You Need It?

Precisely

Data observability is a foundational element of data operations (DataOps). Briefly stated, data observability is about monitoring and attending to the quality and availability of enterprise data as it is moving. Experts estimate that the world is generating 2.5 quintillion exabytes of data every da y. Complexity leads to risk.

article thumbnail

Is your model good? A deep dive into Amazon SageMaker Canvas advanced metrics

AWS Machine Learning Blog

How accurately the model predicts this outcome is what you look at to understand the model performance. How accurately the model predicts this outcome is what you look at to understand the model performance. If you are a business analyst, understanding customer behavior is probably one of the most important things you care about.

ML 80
article thumbnail

Enterprise Analytics: Key Challenges & Strategies

Alation

What new market opportunities exist? Enterprise data analytics enables businesses to answer questions like these. To illustrate the enterprise analytics journey, we’ll pull examples from the Cbus story, showing how they transformed their way of working with data. What is Enterprise Data Analytics? DataOps. …