Introduction to Machine Learning

Introduction to Machine Learning

简介:

在本书中,它将探索机器学习,运行这些技术的概念,当你到达终点时,你将拥有比许多人更多的知识,并将有能力开始构建自己的应用程序。它涵盖了统计推断 (贝叶斯,EM,ML/MaxEnt对偶),代数和谱方法 (PCA,LDA,CCA,聚类) 以及PAC学习 (形式模型,VC维,双采样定理)。

英文简介:

This material may not be copied, reproduced, or distributed without the written permission of the copyright holder. It is being made available on the world-wide web in draft form to students, faculty, and researchers solely for the purpose of preliminary evaluation.

书名
Introduction to Machine Learning
译名
机器学习简介
语言
英语
年份
2005
页数
188页
大小
1.81 MB
标签
  • 机器学习
  • 下载
    pdf iconIntroduction to Machine Learning.pdf
    密码
    65536

    最后更新:2025-04-12 23:54:59

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