Data Exploration and Visualization

1. Data Exploration

Task 1

• Read the instructions in the sample notebook exploration.ipynb saved under catch_22_explor_and_vis/code to perform the task
• Save the answer as exploration_<yourname>.ipynb under the same folder
• The data required are saved under catch_22_explor_and_vis/data

Task 2

• Read the instructions in the sample notebook loan_data.ipynb saved under catch_22_explor_and_vis/code to perform the task
• Save the answer as loan_data_<yourname>.ipynb under the same folder
• The data required are saved under catch_22_explor_and_vis/data

Task 3

• Read the instructions in the sample notebook visualization_data.ipynb saved under catch_22_explor_and_vis/code to perform the task
• Save the answer as visualization_data_final.ipynb under the same folder
• The data required are saved under catch_22_explor_and_vis/data
• You should only work on your branch. You can push your changes to master branch and pull the latest changes by others from the master branch
• You should discuss with the team the changes being made before pushing to master branch

Task 4

Part 1:

• Read the code simple_linear_regression.py saved under catch_22_explor_and_vis/code
• The data required are saved under catch_22_explor_and_vis/data
• Put the the code into a notebook simple_linear_regression_<yourname>.ipynb
• You will need to install the packages and modify the paths in order to run the code
• You should only work on your branch. You can push your changes to master branch