概率论与数理统计经典教材Probability And Statistics For Engineering And The Sciences (Jay L. Devore) 5th Ed. - Solution Manual 答案

Statistics, 4th Edition by David Freedman统计学中经典之作

第三版次序统计，科研人员必不可少的经典书籍！作者H.A.David & H.N.Nagaraja

非常详细的一本统计计算的教材，虽然是英文版，但是数学上专业词汇也就那些，非常好懂，相信大家也都知道。matlab在统计计算中的应用应该是非常广泛，通过每一个统计计算的实例用matlab来实现，来进行学习，可以说效果非常好。

Complex statistics in machine learning worry a lot of developers. Knowing statistics helps you build strong machine learning models that are optimized for a given problem statement. I believe that any machine learning practitioner should be proficient in statistics as well as in mathematics, so that they can speculate and solve any machine learning problem in an efficient manner. In this book, we will cover the fundamentals of statistics and machine learning, giving you a holistic view of the application of machine learning techniques for relevant problems. We will discuss the application of frequently used algorithms on various domain problems, using both Python and R programming. We will use libraries such as scikit-learn, e1071, randomForest, c50, xgboost, and so on. We will also go over the fundamentals of deep learning with the help of Keras software. Furthermore, we will have an overview of reinforcement learning with pure Python programming language. The book is motivated by the following goals: To help newbies get up to speed with various fundamentals, whilst also allowing experienced professionals to refresh their knowledge on various concepts and to have more clarity when applying algorithms on their chosen data. To give a holistic view of both Python and R, this book will take you through various examples using both languages. To provide an introduction to new trends in machine learning, fundamentals of deep learning and reinforcement learning are covered with suitable examples to teach you state of the art techniques.

基于MATLAB的泊松过程的仿真，具有效果图。可以作为概率论和数学实验的大作业，基于MATLAB的泊松过程的仿真。 之前被系统设为10个积分，我觉得太高了，重新上传调整了积分。

基于matlab的布朗运送的仿真， 可以作为概率论和数学实验的大作业，还可以做一下简单的matlab练习，欢迎批评指正。 之前被系统设为10个积分，我觉得太高了，重新上传调整了积分。

Fourth Edition，Henry Stark Illinois Institute of Technology John W. Woods Rensselaer Polytechnic Institute

蒙特卡罗模拟理论指导，适用于数学物理学化学乃至许多工程类学科学习

中文名叫做统计学的世界，经典统计学入门书. 非常有趣的书。