Free Download UNLOCKING AI ALGORITHMS: A JOURNEY INTO EXPLAINABLE ARTIFICIAL INTELLIGENCE
by RICHARD A. MANN
English | March 4, 2024 | ASIN: B0CWLJ6TCR | 60 pages | PNG (.rar) | 11 Mb
"Unlocking AI Algorithms" offers a comprehensive guide on the workings of explainable AI (XAI), spotlighting the importance of transparency in artificial intelligence. This book highlights the necessity of XAI, its advantages, and provides an overview of machine learning algorithms. It addresses the ‘black box’ challenge of AI, presenting explainable AI strategies to clarify the operations of complex systems.
Featuring discussions on decision trees, random forests, linear and logistic regression, and the complexities of deep learning models including artificial neural networks and their types, "Unlocking AI Algorithms" acts as an informative resource for those interested in the developments and future directions of making AI systems more understandable and accountable in a wide range of sectors.