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INT214-Statistics for Information Technology (1/64)

Using workshop INT214 Statistics for Information Technology

Installation Program

  1. Install R from https://cran.rstudio.com/
  2. Download RStudio Desktop from https://rstudio.com/products/rstudio/download/#download

Course Outlines

Week Topics Instruction Files
Week 1 Introduction + Setting up R Studio Desktop 01-Intro-R
Week 2 Basic R + Statistics 02-Basic-R
Week 3 Explore Data Part I 03-Explore-01
Week 4 Explore Data Part II 04-Explore-02
Week 6 Data Cleaing
Week 6 Workshop I
Week 8 Fundamental of Data Visualization with ggplot
Week 9 Data Visualization with BI Tools
Week 11 Hypothesis Testing for A/B Testing
Week 11 Workshop II
Week 12 Regression
Week 13 Extra: Time Series Analysis

Another Resources

Created by Jatawat Xie (P'Safe)

Learning Reference

int214-statistics's People

Contributors

safesit23 avatar

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