The Supervised Learning Workshop

Appendix

1. Fundamentals

Activity 1.01: Implementing Pandas Functions

1. Open a new Jupyter notebook.
2. Use pandas to load the Titanic dataset:

   import pandas as pd

   df = pd.read_csv(r'../Datasets/titanic.csv')

3. Use the head function on the dataset as follows:

   # Have a look at the first 5 sample of the data

   df.head()

   The output will be as follows:

   

   Figure 1.26: First five rows

4. Use the describe function as follows:

   df.describe(include='all')

   The output will be as follows:

   

   Figure 1.27: Output of describe()

5. We do not need the Unnamed: 0 column. We can remove the ...