Statistical Thinking for Data Science and Analytics

所在平台: EdxArchive 课程类别: 其他类别 大学或机构: ColumbiaX 授课老师： Andrew Gelman Eva Ascarza David Madigan James Curley Lauren Hannah Tian Zheng

课程主页: https://www.edx.org/archive/statistical-thinking-data-science-columbiax-ds101x-1

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课程简介

Learn how statistics plays a central role in the data science approach.

课程大纲

• Data collection, analysis and inference
• Data classification to identify key traits and customers
• Conditional Probability-How to judge the probability of an event, based on certain conditions
• How to use Bayesian modeling and inference for forecasting and studying public opinion
• Basics of Linear Regression
• Data Visualization: How to create use data to create compelling graphics

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