sjtuzhanglei / ceng114

Repository for CENG114 Probability and Statistics for Engineers

CENG/NANO 114

Welcome to the repo for CENG/NANO114.

CENG114 is UCSD's course on Probability and Statistics and their Application to Science and Engineering taught by Prof Shyue Ping Ong. The purpose of this repo is to serve as a persistent and evolving collection of supplementary course materials that illustrate various probability and statistics concepts. Most of the code are written in python and presented in ipython notebooks.

While this repo is completely open and anyone is welcome to use the materials contained therein, I would ask that you acknowledge any usage.

Usage

To fully make use of this repo, you need python 2.7+, numpy, scipy, pandas, ipython, matplotlib and prettyplotlib.

However, you can explore a lot of the materials without any installation.

Viewing the Notebooks

You can explore the notebooks using the excellent online ipython notebook viewer. To begin, go to this link which points to the root lectures directory.

Acknowledgements

CENG114 uses the following highly recommended textbooks.

1. Statistics For Engineers & Scientists, William Navidi, 4th Edition, 9781260113433.