机器学习

ebook 公式推导与代码实现

By 鲁伟

cover image of 机器学习

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作为一门应用型学科,机器学习植根于数学理论,落地于代码实现。这就意味着,掌握公式推导和代码编写,方能更加深入地理解机器学习算法的内在逻辑和运行机制。本书在对全部机器学习算法进行分类梳理的基础之上,分别对监督学习单模型、监督学习集成模型、无监督学习模型、概率模型四个大类共26个经典算法进行了细致的公式推导和代码实现,旨在帮助机器学习学习者和研究者完整地掌握算法细节、实现方法以及内在逻辑。

机器学习