Explainable AI with Python (PDF)
This book provides a full presentation of the current concepts and available techniques to make "machine learning" systems more explainable. The approaches presented can be applied to almost all the current "machine learning" models: linear and...
- Lastschrift, Kreditkarte, Paypal, Rechnung
- Kostenloser tolino webreader
This book provides a full presentation of the current concepts and available techniques to make "machine learning" systems more explainable. The approaches presented can be applied to almost all the current "machine learning" models: linear and logistic regression, deep learning neural networks, natural language processing and image recognition, among the others.
Progress in Machine Learning is increasing the use of artificial agents to perform critical tasks previously handled by humans (healthcare, legal and finance, among others). While the principles that guide the design of these agents are understood, most of the current deep-learning models are "opaque" to human understanding. Explainable AI with Python fills the current gap in literature on this emerging topic by taking both a theoretical and a practical perspective, making the reader quickly capable of working with tools and code for Explainable AI.
Antonio Di Cecco is a theoretical physicist with a strong mathematical background that is fully engaged on delivering education on AIML at different levels from dummies to experts (face to face classes and remotely). The main strength of his approach is the deep-diving of the mathematical foundations of AIML models that open new angles to present the AIML knowledge and space of improvements for the existing state of art. Antonio has also a "Master in Economics" with focus innovation and teaching experiences. He is leading School of AI in Italy with chapters in Rome and Pescara
- Autoren: Leonida Gianfagna , Antonio Di Cecco
- 2021, 1st ed. 2021, 202 Seiten, Englisch
- Verlag: Springer Nature Switzerland
- ISBN-10: 303068640X
- ISBN-13: 9783030686406
- Erscheinungsdatum: 28.04.2021
Abhängig von Bildschirmgröße und eingestellter Schriftgröße kann die Seitenzahl auf Ihrem Lesegerät variieren.
- Dateiformat: PDF
- Größe: 8.31 MB
- Ohne Kopierschutz
- Vorlesefunktion
Schreiben Sie einen Kommentar zu "Explainable AI with Python".
Kommentar verfassen