Jakub Bučkanič Portfolio

Data Analyst skilled in SQL, PowerBI, Excel and Python @JakubBuckanic

Heart Disease Prediction

This project develops a machine learning model to predict heart disease using various health indicators. Key components include data preparation, exploratory data analysis, model building (comparing 3 models), hyperparameter tuning, model evaluation (ROC curve, AUC score, confusion matrix, classification reports), and feature importance analysis. For more details, visit the GitHub repository.

Web Scraping: Profesia.sk

Web scraping project for Python jobs on Profesia.sk. Extracts job details, filters by last 24 hours, stores in a DataFrame, and exports to CSV. Automated to run daily.

Data Cleaning: FIFA21

This project involves cleaning the FIFA21 dataset using Python’s pandas library. The cleaned data is then saved as a CSV file, ready for further analysis. This project showcases practical data cleaning techniques in Python.

Data Analysis: StackOverFlow Developer Survey 2023

Explore the depths of the 2023 StackOverflow survey data through this Python-based project. Discover valuable insights into the coding community’s experience, income, the impact of AI, and beyond. Gain a comprehensive understanding of the coder’s demographics, tendencies, and perspectives. This project offers a unique lens to view and interpret the world of coding.