Explainable Interpretable and Transparent AI Systems is popular PDF and ePub book, written by B. K. Tripathy in 2024-08-23, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, Explainable Interpretable and Transparent AI Systems can be Read Online from any device for your convenience.
Explainable Interpretable and Transparent AI Systems Book PDF Summary
Transparent Artificial Intelligence (AI) systems facilitate understanding of the decision-making process and provide opportunities in various aspects of explaining AI models. This book provides up-to-date information on the latest advancements in the field of explainable AI, which is a critical requirement of AI, Machine Learning (ML), and Deep Learning (DL) models. It provides examples, case studies, latest techniques, and applications from domains such as healthcare, finance, and network security. It also covers open-source interpretable tool kits so that practitioners can use them in their domains. Features: Presents a clear focus on the application of explainable AI systems while tackling important issues of “interpretability” and “transparency”. Reviews adept handling with respect to existing software and evaluation issues of interpretability. Provides insights into simple interpretable models such as decision trees, decision rules, and linear regression. Focuses on interpreting black box models like feature importance and accumulated local effects. Discusses capabilities of explainability and interpretability. This book is aimed at graduate students and professionals in computer engineering and networking communications.
Detail Book of Explainable Interpretable and Transparent AI Systems PDF
- Author : B. K. Tripathy
- Release : 23 August 2024
- Publisher : CRC Press
- ISBN : 9781040099933
- Genre : Technology & Engineering
- Total Page : 355 pages
- Language : English
- PDF File Size : 8,6 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book Explainable Interpretable and Transparent AI Systems by B. K. Tripathy, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.