
Friday Jan 14, 2022
Models Are Rarely Deployed – an Industrywide Failure in Machine Learning Leadership
Our latest industry poll reconfirms today's dire industry buzz: Very few machine learning models actually get deployed. In this episode, I summarize the poll results and argue that this pervasive failure of machine learning projects comes from a lack of prudent leadership. I also argue that MLops is not the fundamental missing ingredient – instead, an effective machine learning leadership practice must be the dog that wags the model-integration tail.
Links:
https://www.kdnuggets.com/2020/10/machine-learning-omission-business-leadership.html
http://www.machinelearning.courses
No comments yet. Be the first to say something!