图 书 馆
1.017 / 1.010环境应用计算和数据分析1.017 / 1.010 Computing and Data Analysis for Environmental Applications |
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| 课程网址: | http://ocw.mit.edu/courses/civil-and-environmental-engineering/1-... |
| 主讲教师: | Prof. Dennis McLaughlin |
| 开课单位: | 麻省理工学院 |
| 开课时间: | 信息不详。欢迎您在右侧留言补充。 |
| 课程语种: | 英语 |
| 中文简介: |  |
| 课程简介: | This subject is a computer-oriented introduction to probability and data analysis. It is designed to give students the knowledge and practical experience they need to interpret lab and field data. Basic probability concepts are introduced at the outset because they provide a systematic way to describe uncertainty. They form the basis for the analysis of quantitative data in science and engineering. The MATLAB® programming language is used to perform virtual experiments and to analyze real-world data sets, many downloaded from the web. Programming applications include display and assessment of data sets, investigation of hypotheses, and identification of possible casual relationships between variables. This is the first semester that two courses, Computing and Data Analysis for Environmental Applications (1.017) and Uncertainty in Engineering (1.010), are being jointly offered and taught as a single course. |
| 关 键 词: | 概率; 随机变量; 单变量分布的多元分布; 传播的不确定性; 伯努利试验; 条件概率; 贝叶斯规则; 随机抽样; 点估计 |
| 课程来源: | 麻省理工学院公开课 |
| 最后编审: | 2017-04-13：cmh |
| 阅读次数: | 27 |