###**Possible techniques, in addition to studying the problem and drawing your conclusions:**

```
One hot encoding
Label encoding
Get dummies
PCA
Consumption of external API and / or web scraping
Regression
```
### **Possible regression models:**
```

LinearRegression
DecisionTreeRegressor
KNeighborsRegressor
GradientBoostingRegressor
RandomForestRegressor
```