Hints for the homeworks:

• On total you can get 10 points for fully completing all tasks.
• Decorate your notebook with, questions, explanation etc, make it self contained and understandable!
• Comments you code when necessary.
• Write functions for repetitive tasks!
• Use the pandas package for data loading and handling
• Use matplotlib and seaborn for plotting or bokeh and plotly for interactive investigation.
• Use the scikit learn package for almost everything.
• Use for loops only if it is really necessary!
• Code sharing is not allowed between student! Sharing code will result in zero points.
• If you use code found on web, it is OK, but, make its source clear!