Test your knowledge

Now that you have completed the recipes in this chapter, follow the steps shown here to exercise what you have learned. You will do this by adapting one of the notebooks you worked through in this chapter so that it works with a new dataset.

Getting ready

Follow these steps to upload a new tabular dataset:

1. Go to the site for the Kaggle competition on future sales prediction (https://www.kaggle.com/c/competitive-data-science-predict-future-sales/data) and accept the conditions for the competition to get access to the datasets associated with the competition.
2. Download the sales_train.csv.zip and test.csv.zip files.
3. Unzip the downloaded files to extract sales_train.csv and test.csv.
4. From the Terminal in your Gradient environment, make your current directory /storage/archive:

   cd /storage/archive

5. Create a folder called /storage/archive/price_prediction:

   mkdir price_prediction

6. Upload sales_train.csv and test.csv to /storage/archive/price_prediction...