MLOps, a key element in the digital ecosystem

The iDanae Chair (where iDanae stands for intelligence, data, analysis and strategy in Spanish) for Big Data and Analytics, created within the framework of a collaboration between the Polytechnic University of Madrid (UPM) and Management Solutions, has published its 3Q20 quarterly newsletter on Machine Learning Operations (MLOps)

 

The iDanae Chair for Big Data and Analytics, created within the framework of a collaboration between UPM and Management Solutions, aims to promote the generation and dissemination of knowledge, the transfer of technology, and the furthering of R&D in the Analytics field. In this context, one of the lines of work developed by the iDanae Chair is the analysis of meta-trends in the field of Analytics.​

This 3Q20 publication discusses the evolution of the data science ecosystem in addition to the concept and relevance of Machine Learning Operations (MLOps), which can be defined as a set of practices and tools used in the development and validation of machine learning models and in their rapid and incident-free implementation, and results from collaborative work between IT and data science teams.

The "MLOps, a key element in the digital ecosystem" newsletter is now available for download on the Chair's website in both Spanish and English.