Introduction to Predictive Learning pdf epub mobi txt 电子书下载 2024

☆☆☆☆☆
简体网页||繁体网页

Vladimir Cherkassky

Springer

2010-05

395

USD 99.00

Hardcover

9781441902580

图书标签:

喜欢 Introduction to Predictive Learning 的读者还喜欢

下载链接在页面底部

点击这里下载

facebook linkedin mastodon messenger pinterest reddit telegram twitter viber vkontakte whatsapp 复制链接

想要找书就要到小哈图书下载中心

qciss.net

立刻按 ctrl+D收藏本页

你会得到大惊喜!!

发表于2024-11-13

Introduction to Predictive Learning epub 下载 mobi 下载 pdf 下载 txt 电子书下载 2024

Introduction to Predictive Learning pdf epub mobi txt 电子书下载 2024

图书描述

This textbook offers a non-mathematical approach to predictive learning, emphasizing methodology and principles. It describes conceptual and philosophical aspects of predictive learning, exploring constructive learning algorithms in a coherent framework. The book includes: concepts, such as complexity control, generalization, and basic modeling approaches;philosophical principles of statistical estimation and machine learning;a presentation of statistical learning theory, a framework for learning algorithms;data-analytic methods; neural network and machine learning methodsnon-standard learning methodologies and their SVM-like mathematical description.This book provides a solid methodologies and practical applications for students and practitioners alike. Exercises range from trivial programming to open-ended research questions. Supplemental material includes a solutions manual, lecture slides, data sets, software implementation, and MATLAB scripts.

Introduction to Predictive Learning 下载 mobi epub pdf txt 电子书