Applied Data Science

Teaching Materials

Week 1

• Course Introduction and project 1 description: wk1_intro.pdf
• Tutorial I: knitr and dplyr: wk1-ACS2013-demo.pdf (This is the Rmarkdown file in Project 1 starter code.)

Week 2

• Using R
• Example from Professor Mengqian LU
• [GitHub tutorial] (https://github.com/TZstatsADS/Tutorial_GitHub)
• [More plots by R] (https://github.com/TZstatsADS/ADS_Teaching/blob/master/Tutorials/wk2-Rplots.Rmd)

Week 4

• [Spatial Data Analysis] (https://github.com/TZstatsADS/ADS_Teaching/blob/master/Tutorials/Spatial%20Data%20Analysis%20and%20Mapping.pdf)
• [R Tutorial: Geospatial Data and Maps] (https://github.com/TZstatsADS/ADS_Teaching/blob/master/Tutorials/Geospatial_Gridded_shp_Maps.pdf)
• [Data] (https://github.com/TZstatsADS/ADS_Teaching/tree/master/Tutorials/example_shape_data_week4)