Explainable Ai: Interpreting, Explaining and Visualizing Deep Learning by Samek

Price : 112.50

Ends on : N/A

View on eBay
Explainable AI: Interpreting, Explaining and Visualizing Deep Learning by Samek

In the world of artificial intelligence, the concept of explainability has become increasingly important. As AI systems become more complex and powerful, there is a growing need to understand how they make decisions and why they behave in certain ways. This is especially true for deep learning models, which are known for their black-box nature.

In the book “Explainable AI: Interpreting, Explaining and Visualizing Deep Learning” by Samek, the author delves into the methods and techniques that can be used to interpret, explain, and visualize deep learning models. Samek highlights the importance of transparency and interpretability in AI systems, especially in fields where decisions can have significant impacts on people’s lives, such as healthcare and finance.

The book covers a wide range of topics, including techniques for explaining the decisions made by deep learning models, methods for visualizing the inner workings of neural networks, and strategies for improving the interpretability of AI systems. Samek also explores the ethical implications of using black-box AI systems and discusses the potential risks of relying on algorithms that cannot be easily understood or explained.

Overall, “Explainable AI” offers valuable insights into the challenges of interpreting and explaining deep learning models, as well as practical solutions for making AI systems more transparent and accountable. Whether you are a researcher, developer, or policymaker, this book is a must-read for anyone interested in the future of artificial intelligence.
#Explainable #Interpreting #Explaining #Visualizing #Deep #Learning #Samek