req_col_names = ["Cement", "BlastFurnaceSlag", "FlyAsh", "Water", "Superplasticizer",
                 "CoarseAggregate", "FineAggregate", "Age", "CC_Strength"]
curr_col_names = list(concreteData.columns)
mapper = {}
for i, name in enumerate(curr_col_names):
    mapper[name] = req_col_names[i]
concreteData = concreteData.rename(columns=mapper)
concreteData.head()