12. Productionizing Your AI Applications

Activity 12.01: Predicting the Class of a Passenger on the Titanic

Solution

1. Create the Activity12.01 directory in the Chapter12 directory to store the files for this activity. Make sure that the Datasets directory contains the Titanic dataset subdirectory with two files in it: train.csv and test.csv.
2. Start Jupyter Notebook and create a new Python 3 notebook in the Activity12.01 directory. Give the notebook the name development.
3. Let's start by installing the pandas and sklearn Python libraries for model building. Enter the following code in the first cell:

   !pip install pandas
   !pip install sklearn

   It should give the following output:

   Figure 12.42: Installing pandas and sklearn

   It will download the libraries and install them within your active Anaconda environment. There is a good chance that both frameworks are already available in your system, as part of Anaconda or from previous installations. If they are already installed...