Please use R

pima <- read.csv("https://archive.ics.uci.edu/ml/machine-learning-databases/pima-indians-diabetes/pima-indians-diabetes.data", col.names=c("Pregnant","Plasma_Glucose","Dias_BP","Triceps_Skin","Serum_Insulin","BMI","DPF","Age","Diabetes"))

Conduct statistical inference to claim significant association.

Then determine a model for prediction and use the test set to calculate the prediction error.