This data-driven work is dedicated to investigating insights on the number of visitors and tourism incomes of Turkey from 2009 to 2022 by taking the factors such as exchange rates and customer pric...
Decision Trees - Regression Example
Introduction In this short example, the aim is to predict Toyota Corolla prices by taking the fields such as age, kilometers, fuel type etc. into consideration. The tree will be pruned according t...
Decision Trees - Classification Example
Introduction In this exercise, predictions on the financial conditions of the companies given in the data set Financialdistress-cat.csv will be held. The output attribute to be predicted is the Fi...
Supply Chain Case Study - Aggregate Planning
(Important note: To get the most out of the below case study, the solution report, which includes LP formulations, optimal values of the decision variables, and interpretations of the results, can ...
Single Machine Scheduling Optimization with PuLP
In this study, the aim is to model single-machine scheduling problem to minimize the number of tardy jobs with two different approaches and write the necessary code to solve the same problem. Th...
The Traces of Classic Noir Narrative in Frank Miller's Sin City
As a neo-noir classic, Frank Miller’s Sin City is considered one of the most popular and controversial works in the comics industry. In this short paper, it will be investigated how Miller injects ...