Google Vertex Explainable AI

Google Vertex Explainable AI is a toolkit that equips developers with cutting-edge algorithms and tools to gain valuable insights into their ML models. This toolkit offers several explainability algorithms, including decision trees and rule lists, providing a step-by-step explanation of how the model arrived at its prediction and highlighting the key rules used by the model in making its predictions. It offers feature-based and example-based explanations to provide a better understanding of the model’s decision-making process.

Google has worked hard to integrate its Explainable AI offering into its wider ML and AI development services. It offers a range of features, including algorithms and tools that help developers understand and debug their models. Its strength in data preparation and deep learning, including AutoML, makes it a good choice for businesses looking to develop and deploy ML models in a reliable and scalable manner. In our view...