ValueError: Cannot use mean strategy with non-numeric data

I have non numeric data, e.g. with categorical text columns as well as numeric columns. But the following line

```python
        self.imputer = SimpleImputer(strategy='mean')
        X = self.imputer.fit_transform(X)
```

gives the error:

```
ValueError: Cannot use mean strategy with non-numeric data
```