清晰 彩色 When most people hear “Machine Learning,” they picture a robot: a dependable butler or a deadly Terminator depending on who you ask. But Machine Learning is not just a futuristic fantasy, it’s already here. In fact, it has been around for decades in some specialized applications, such as Optical Character Recognition (OCR). But the first ML application that really became mainstream, improving the lives of hundreds of millions of people, took over the world back in the 1990s: it was the spam filter. Not exactly a self-aware Skynet, but it does technically qualify as Machine Learning (it has actually learned so well that you seldom need to flag an email as spam anymore). It was followed by hundreds of ML applications that now quietly power hundreds of products and features that you use regularly, from better recommendations to voice search.

有限元的数学基础，springer出版。第三版。适合有限元方向的人阅读，理论方向讲的较多。主要面向想了解有限元的数学理论方向的人群。需要有一定的数学功底。

机器人的几何方法。包括李群，李代数，微分几何，流形等概念，并结合机器人上的应用

Now in its third edition, Mathematical Concepts in the Physical Sciences provides a comprehensive introduction to the areas of mathematical physics. It combines all the essential math concepts into one compact, clearly written reference.

这是一本论述在随机矩阵在无线通信中使用的专业书籍，可以帮助相关的研究人员深入理解如何借助随机矩阵方法研究大数据技术在无线通信中的作用。

Numerical Methods in Matrix Computations

Riemann Solvers and Numerical Methods for Fluid Dynamics A Practical Introduction.

《ImageProcessingandAnalysis》将现代数学与现代图像处理中最先进的方法联系起来，组织成一个连贯的逻辑结构。作者通过它们连接到傅里叶和光谱分析中的少数共同线程，揭示了传统图像处理的原理，从而整合了现代图像处理方法的多样性。可以说，这本书是全面而且综合的，它涵盖了当代图像分析和处理中的4个最强大的数学工具类，同时也探索了它们的内在连接和集成。

弹塑性力学英文书籍,建立数学模型，弹性本构方程，固体有限元分析

实用的数学优化方法。 不多说。 各种个样的优化方法， 如Newton-like method等。 相信对数学水平的提高很有用