Machine Learning
Stephen Marsland / Chapman and Hall/CRC / 2009-4-8
试读 / 购买 打开App查看

Written in an easily accessible style, this book provides the ideal blend of theory and practical, applicable knowledge. It covers neural networks, graphical models, reinforcement learning, evolutionary algorithms, dimensionality reduction methods, and the important area of optimization. It treads the fine line between adequate academic rigor and overwhelming students with equations and mathematical concepts. The author includes examples based on widely available datasets and practical and theoretical problems to test understanding and application of the material. The book describes algorithms with code examples backed up by a website that provides working implementations in Python.

喜欢这本书的人也喜欢 打开App查看更多
  • Algorithms for Image Processing and Computer Vision
  • Think Complexity
  • 模式的乐趣
  • 标准模板库自修教程与参考手册(STL进行C++编程第2版)
书评 写书评