内容简介
书名：Inference and Learning from Data: Volume 1: Foundations出版社：Cambridge University Press
作者：Ali H. Sayed
出版年份：2023
电子书格式： pdf
简介：Dive into the foundational concepts of inference and learning from data with Ali H. Sayed’s comprehensive text. This volume provides a rigorous yet accessible introduction to key statistical learning methods, ideal for students and professionals in machine learning, data science, and related fields. Explore topics including estimation theory, linear regression, classification, and Bayesian learning. Master the mathematical underpinnings and practical applications of data-driven decision-making. Enhance your understanding of fundamental algorithms and their theoretical justifications. Gain a strong foundation for advanced studies in machine learning and AI. This book offers a blend of theoretical depth and practical insights, making it a valuable resource for anyone seeking to master data analysis and inference techniques.
ISBN：9781009218122, 97810