内容简介
Machine learning methods extract value from vast data sets quickly and with modest resources. They are established tools in a wide range of industrial applications, including search engines, DNA sequencing, stock market analysis, and robot locomotion, and their use is spreading rapidly. People who know the methods have their choice of rewarding jobs. This hands-on text opens these opportunities to computer science students with modest mathematical backgrounds. It is designed for final-year undergraduates and master's students with limited background in linear algebra and calculus. Comprehensive and coherent, it develops everything from basic reasoning to advanced techniques within the framework of graphical models. Students learn more than a menu of techniques, they develop analytical and problem-solving skills that equip them for the real world. Numerous examples and exercises, both computer based and theoretical, are included in every chapter. Resources for students and instructors, including a MATLAB toolbox, are available online.
下载说明
1、Bayesian Reasoning and Machine Learning是作者David Barber创作的原创作品,下载链接均为网友上传的网盘链接!
2、相识电子书提供优质免费的txt、pdf等下载链接,所有电子书均为完整版!
下载链接
热门推荐
- 1 独腿旅行者
- 2 人间正道
- 3 野兽必死
- 4 森林中有许多酒
- 5 鲁迅传
- 6 动物园长夫人
- 7 不再努力成为另一个人
- 8 热爱生活的一万个理由
- 9 专家的窘境
- 10 艺术的旅程