Hardcover
Unlock AI that reasons why, predicts outcomes, and controls the future.
Causal AI
$106.91
- Hardcover
520 pages
- Release Date
18 March 2025
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Summary
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
Book Details
| ISBN-13: | 9781633439917 |
|---|---|
| ISBN-10: | 1633439917 |
| Author: | Robert Osazuwa Ness |
| Publisher: | Manning Publications |
| Imprint: | Manning Publications |
| Format: | Hardcover |
| Number of Pages: | 520 |
| Release Date: | 18 March 2025 |
| Weight: | 100g |
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About The Author
Robert Osazuwa Ness
Robert Ness is a leading researcher in causal AI at Microsoft Research. He is a contributor to open-source causal inference packages such as Python’s DoWhy and R’s bnlearn.
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