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Various projects originally used in Master's thesis (Digital transformation of traffic and logistics systems, University North, 2022.)

ATM analysis

This repository includes the code of data analysis of an ATM history from one Croatian corporation. In order to keep the company and customers private, access to the original file is denied for public. The main goal of this research is to identify defects of an ATM, detected by returning the values of 0.51 kuna and more which is a direct result of lack of cash in the ATM for paying bills.

CROBEX plot

Plotting the historical data of Zagreb stock. Adjust the import folder to target the attached file in order to work properly.

Dijkstra

This repository shows the application of Dijkstra algorithm in optimal route scanning and visualization of locations on the map in Python.

Demand planning

This repository shows the application of data science methods in order to determine demand of the products.

HEP analysis

This repository shows the data analysis of croatian state-owned company Hrvatska elektroprivreda d.d., analysing the official financial reports with advanced statistics.

Kmeans

This repository shows the application of KMeans algorithm in delivery planning.

Monte Carlo

This repository shows an application of the vandal.MonteCarlo in a data science project and serves as a testing polygon for the vandal.MonteCarlo object changes.

Neural Network_Cancer

This repository shows an application of the Neural network algorithm on top of the cancer data with >95% accuracy.

Neural Network_Transport

This repository shows an application of the Neural network algorithm on top of the public transport mode decision based on the individual's characteristics.

A word from the author

My latest projects:

promet-kc

vandal

duality

logistics