Hands-on explainable AI (XAI) with Python : interpret, visualize, explain, and integrate reliable AI for fair, secure, and trustworthy AI apps /: interpret, visualize, explain, and integrate reliable AI for fair, secure, and trustworthy AI apps. (2020)

• Record Type: Book
• Further Information: Note: Denis Rothman.
• Authors: Rothman, Denis
• Contents: Table of ContentsExplaining Artificial Intelligence with PythonWhite Box XAI for AI Bias and EthicsExplaining Machine Learning with FacetsMicrosoft Azure Machine Learning Model Interpretability with SHAPBuilding an Explainable AI Solution from ScratchAI Fairness with Google's What-If Tool (WIT)A Python Client for Explainable AI ChatbotsLocal Interpretable Model-Agnostic Explanations (LIME)The Counterfactual Explanations MethodContrastive XAIAnchors XAICognitive XAI.
• Publisher Details: Birmingham, UK : Packt Publishing
• Publication Date: 2020
• Extent: 1 online resource (1 volume), illustrations
• Subjects: 005.133; Python (Computer program language); Artificial intelligence -- Data processing; Application software -- Development; Mathematical theory of computation; Machine learning; Neural networks & fuzzy systems; Artificial intelligence; Computers -- Machine Theory; Computers -- Neural Networks; Computers -- Intelligence (AI) & Semantics; Application software -- Development; Artificial intelligence -- Data processing; Python (Computer program language); Electronic books
• Languages: English
• ISBNs: 9781800202764; 1800202768
• Related ISBNs: 9781800208131
• Notes: Note: Includes bibliographical references and index.; Note: Description based on online resource; title from title page (Safari, viewed October 28, 2020).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.