Remove Continuous Integration Remove Data Engineering Remove eBook
article thumbnail

Make Your Models Matter: What It Takes to Maximize Business Value from Your Machine Learning Initiatives

Cloudera

Continuous Operations for Production Machine Learning (COPML) helps companies think about the entire life cycle of an ML model. As we explain in our eBook , COPML is a comprehensive approach to ML model development and operation that takes a structured approach to the “ML wrangling” problems many enterprises face.

article thumbnail

Keys to AI Success for IT Staff

DataRobot

Solution: Because MLOps allows model reuse, data scientists do not have to create the same models over and over, and the business can package, control, and scale them. Most organizations find that the best MLOps solution is an external system that provides a single environment for continuous integration and deployment of AI projects. .

article thumbnail

Technology Trends for 2023

O'Reilly Media - Ideas

Methodology This report is based on our internal “units viewed” metric, which is a single metric across all the media types included in our platform: ebooks, of course, but also videos and live training courses. Data Data is another very broad category, encompassing everything from traditional business analytics to artificial intelligence.

Trends 144