SALARY vs. AGE EXAMPLE

Results: Excel file

COUNTRY RISK CASE

Data: CSV file

Scaled Data: Excel file

Python Results: ipynb file zipped

Python Results: html file

PCA Results: Excel file

IOWA HOUSE PRICE CASE

Definitions: Word file

Full Data Set: Excel file

Scaled Data: CSV file

Excel Results: Excel file

Python Results: ipynb file zipped

Python Results: html file

LENDING CLUB CASE

Definitions: Excel file

Full Data Set: Excel file

Training Set: Excel file

Test Set: Excel file

Excel Logistic regression: Excel file

Python Logistic Regression: ipynb file zipped

Python Logistic Regression: html file

Excel Decision Tree: Excel file

SVM EXAMPLE

Table 5.2 Results: Excel file

MULTI-ARMED BANDIT SIMULATION

Simulation: Excel file

NIM SIMULATION

Simulation: Excel VBA