In the Predictive maintenance with XGBoost recipe in the previous chapter, we used XGBoost to predict whether or not a machine needed maintenance. We have imported the NASA Turbofan engine degradation simulation dataset which can be found at https://data.nasa.gov/dataset/Turbofan-engine-degradation-simulation-data-set/vrks-gjie. In the rest of this chapter, we will continue to use that dataset. To get ready you will need the dataset.
Then if you have not already imported numpy, pandas, matplotlib, and seaborn into Databricks do so now.
