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Explainable AI with Python

Explainable AI with Python

Paperback

General ComputersProbability & StatisticsProgramming

ISBN10: 303192228X
ISBN13: 9783031922282
Publisher: Springer
Published: Aug 6 2025
Pages: 324
Weight: 1.07
Height: 0.72 Width: 6.14 Depth: 9.21
Language: English
This comprehensive book on Explainable Artificial Intelligence has been updated and expanded to reflect the latest advancements in the field of XAI, enriching the existing literature with new research, case studies, and practical techniques.

The Second Edition expands on its predecessor by addressing advancements in AI, including large language models and multimodal systems that integrate text, visual, auditory, and sensor data. It emphasizes making complex systems interpretable without sacrificing performance and provides an enhanced focus on additive models for improved interpretability. Balancing technical rigor with accessibility, the book combines theory and practical application to equip readers with the skills needed to apply explainable AI (XAI) methods effectively in real-world contexts.

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General Computers