The Essentials of Data Science: Knowledge Discovery Using R - Williams, Graham J. (CRC Press, 2017)
Keywords: Analytics; Big Data; COMPUTERSCIENCEnetBASE; Data Mining; Data Preparation & Mining; Data Science; INFORMATIONSCIENCEnetBASE; Machine Learning; R (Computer program language); SCI-TECHnetBASE; Statistical Computing; STATSnetBASE; STMnetBASE; Test Dataset; Training Dataset; Code Block; Skilled Data Scientist; Roc Curve; Validation Dataset; Random Forest; Stacked Bar Chart; Open Source Software; Follow; Machine Learning Algorithms; Literate Data Science; Target Variable; Decision Tree; Roc; Data Frame; Scatter Plot; Variable Importance Plot; Stack Overflow; CSV File; Random Forest Model; Risk Chart; Wo; Weather Dataset; ATO