TY - BOOK AU - Timbers, Tiffany AU - Campbell, Trevor AU - Lee, Melissa TI - Data Science: A First Introduction SN - 9780367524685 U1 - 519.502855 PY - 2022/// CY - Boca Raton PB - Routledge KW - Mathematical statistics - Data processing N1 - 1 R and the tidyverse 2 Reading in data locally and from the web 3 Cleaning and wrangling data 4 Effective data visualization 5 Classification I: training & predicting 6 Classification II: evaluation & tuning 7 Regression I: K-nearest neighbors 8 Regression II: linear regression 9 Clustering 10 Statistical inference 11 Combining code and text with Jupyter 12 Collaboration with version control 13 Setting up your computer ER -