Now that you've explored the data and relevant features through EDA, it's time to build your model! As mentioned earlier, you may use whatever method you prefer to create features, but you may only use the packages we've imported for you in the cell below or earlier in this notebook. In addition, you are only allowed to train logistic regression models. No decision trees, random forests, k-nearest-neighbors, neural nets, etc. Please consider the ideas mentioned above when choosing features. We have not provided any code to do this, so feel free to create as many cells as you need to tackle this task.