魔神2017的博客

Student Solution Manual for Mathematical Methods for Physics and Engineering Third Edition by K. F. Riley and M. P. Hobson

Instructors' Solutions for Mathematical Methods for Physics and Engineering(third edition) by K.F. Riley and M.P. Hobson

Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow, 2nd Edition epup格式，但可以用PDF阅读器直接打开。

概率导论这本书产生于著名的哈佛统计学讲座，该书提供了基本的理解统计学、随机性和不确定性的语言和工具。它采用了多种多样的应用和实例，从偶然性与悖论到谷歌网页排名与马尔科夫链蒙特卡罗（MCMC）等。该书还探讨了其他一些应用领域诸如基因学、药学、计算机科学和信息理论等。纸质书版本还包括了提供免费访问电子书版本的代码。作者通过采用真实世界的例子以一种易理解的方式和激发的理念来呈现内容。整本书中，作者都采用故事来揭示统计学中的基本分布之间的联系并通过条件化将复杂的问题归约为易于掌控的若干小问题。本书包含了很多直观的解释、图示和实践问题。每一章的结尾部分都给出了如何利用R软件来完成相关仿真和计算的方法，这里R是一种免费的统计软件。

Python Crash Course is a fast-paced, thorough introduction to Python that will have you writing programs, solving problems, and making things that work in no time. In the first half of the book, you’ll learn about basic programming concepts, such as lists, dictionaries, classes, and loops, and practice writing clean and readable code with exercises for each topic. You’ll also learn how to make your programs interactive and how to test your code safely before adding it to a project. In the second half of the book, you’ll put your new knowledge into practice with three substantial projects: a Space Invaders–inspired arcade game, data visualizations with Python’s super-handy libraries, and a simple web app you can deploy online.