2 years ago

Category: Data, machine-learning, artificial-intelligence

That will only lead to poor outcomes and wasted resources, and undermine future initiatives. This article will help you decide when and how to apply AI technologies to maximize their business value.

For most organizations, the true value is in the data and not in tuning the algorithm, so practitioners can accelerate their use of machine learning with AutoML tools. These tools allow you to test 20 or 30 algorithms against the same data and compare the performance of those models.

This is a good general MLOps practice, both when a model is first created and whenever a model and/or the data is updated.