IT Pro is supported by its audience. When you purchase through links on our site, we may earn an affiliate commission. Learn more

The business value of MLOps

The benefits and challenges of machine learning operations

People working on laptops in the dark
whitepaper

Provided by 

DataRobot logo

FREE DOWNLOAD

As machine learning models are put into production and used to make critical business decisions, the primary challenge becomes operation and management of multiple models. Machine learning operations (MLOps) is the technical response to that issue, helping companies to manage, monitor, deploy, and govern their models from a central hub.

Our report, The Business Value of MLOps by Thomas Davenport, highlights some of the most impactful benefits of MLOps tools and processes for different types of organisations. It is based on interviews with MLOps user companies and several MLOps experts.

Download the report to find out:

  • How enterprises in various industries are using MLOps capabilities
  • Which organisational challenges affect MLOps implementations
  • How to determine the benefits of an MLOps infrastructure

.

Recommended

Tackling our world’s hardest problems with machine learning
Whitepaper

Tackling our world’s hardest problems with machine learning

27 Apr 2022
Building a modern strategy for analytics and machine learning success
Whitepaper

Building a modern strategy for analytics and machine learning success

27 Apr 2022
The COO's pocket guide to enterprise-wide intelligent automation
Whitepaper

The COO's pocket guide to enterprise-wide intelligent automation

1 Apr 2022
Sharpen your manufacturing competitive edge
Whitepaper

Sharpen your manufacturing competitive edge

1 Apr 2022

Most Popular

16 ways to speed up your laptop
Laptops

16 ways to speed up your laptop

13 May 2022
(ISC)2 launches free scheme to get 100,000 UK citizens into cyber security
Careers & training

(ISC)2 launches free scheme to get 100,000 UK citizens into cyber security

17 May 2022
Preparing for the 3G sunset
Network & Internet

Preparing for the 3G sunset

18 May 2022
How to wipe a laptop easily and securely
Security

How to wipe a laptop easily and securely

20 May 2022