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Statistical Computing and Exploratory Data Analysis

University of California Irvine

Spring 2021

Dr. Mine Dogucu

This course introduces the full data cycle. Topics include data collection and retrieval, data cleaning, exploratory analysis and visualization, introduction to statistical modeling and inference, and communicating findings. Applications include real data from wide-range of fields following reproducible practices.

Course website is hosted at

Students if you see anything missing or broken links please feel free to file an issue in this repo or let me know. Note that this is a public repo so if you create an issue it would be publicly be available. If you are concerned about privacy you can directly email me.

Instructors if you are planning to use any of the website design or resources (except the videos) feel free to do so but please attribute accordingly.

Everything on this website except the videos are licensed under Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.

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The videos are copyrighted and all rights are reserved.