Can I read Causal AI (MEAP V04) on EtoBox?

Causal AI (MEAP V04) by Robert Osazuwa Ness is a nonfiction available to read on EtoBox.

What is Causal AI (MEAP V04) about?

How do you know what might have happened, had you done things differently? Causal machine learning gives you the insight you need to make predictions and control outcomes based on causal relationships instead of pure correlation, so you can make precise and timely interventions. In Causal AI you will learn how to Build causal reinforcement learning algorithms Implement causal inference with modern probabilistic machine tools such as PyTorch and Pyro Compare and contrast statistical and econometric methods for causal inference Set up algorithms for attribution, credit assignment, and explanation Convert domain expertise into explainable causal models Causal AI is a practical introduction to building AI models that can reason about causality. Author Robert Ness, a leading researcher in causal AI at Microsoft Research, brings his unique expertise to this cutting-edge guide. His clear, code-first approach explains essential details of causal machine learning that are hidden in academic papers. Everything you learn can be easily and effectively applied to industry challenges, from building explainable causal models to predicting counterfactual outcomes. about the technology Causal machi

Who reads Causal AI (MEAP V04)?

Author

Robert Osazuwa Ness

Publisher

Manning Publications Co. LLC

Published

2023

Language

EN

ISBN

9781633439917

Category

nonfiction

Subjects

Computer Science, Artificial Intelligence (Ai), Stem