Welcome to my portfolio! I document a summary of my projects here. (Content of the projects are Turkish.)
| Project Link | Completion Date | Project Description |
|---|---|---|
| 🌱 Agricultural Yield Prediction with Multiple Linear Regression | Nov. 2023 | Performing multiple linear regression analysis on agricultural data to predict the yield. |
| 💺 Airline Customer Satisfaction Prediction with Multiple Logistic Regression | Jan. 2024 | Performing multiple logistic regression analysis on airline and customer data to predict the satisfaction. |
| Libraries | pandas, numpy, seaborn, matplotlib.pyplot, sklearn |
|---|
| Project Link | Completion Date | Project Description |
|---|---|---|
| 🦪 Abalone Age Prediction with Regression Models | Nov. 2024 | Comparing the performances of simple linear, multiple linear, multi-layer perceptron and k-nearest neighbors regressions on abalone data to predict the age. |
| 💻 Laptop Price Prediction with Regression Models | Jan. 2025 | Comparing the performances of multi-layer perceptron, k-nearest neighbors, random forest, gradient boosting and extreme gradient boosting regressions on laptop data to predict the price. |
| 🤝 Bank Customer Churn Prediction with Classification Models | Jan. 2025 | Comparing the performances of multi-layer perceptron, decision tree, random forest, gradient boosting and extreme gradient boosting classifications on customer data to predict their status of exiting the bank. |
| Project Link | Completion Date | Project Description |
|---|---|---|
| 💵 (1) Variable Analysis of Banks' Ratio Data | Jan. 2025 | Testing variables for multicollinearity, multivariate normality and analyzing outliers and missing values. (+R) |
| 🔎 Cramér’s V and ETA Correlation Ratio Examples | Jan. 2025 | Testing correlation between two categorical(nominal) variables and testing correlation between a non-dichotomous categorical(nominal) variable and a quantitative variable. |
| 💵 (2) Analysis of Banks' Ratio Data | Jun. 2025 | Performing factor, cluster and discriminant analysis. |
| Project Link | Completion Date | Project Description |
|---|---|---|
| 👷🏻♀️ Architect's Task management System | May. 2025 | Creating a database system that will allow an architect to track their tasks. |
| Project Link | Completion Date | Project Description |
|---|---|---|
| 💱 Privatization In Turkey:1990-2025 | Jun. 2025 | Visualizing privatizations in Turkey in the last 35 years. |
| Project Link | Completion Date | Project Description |
|---|---|---|
| 🙂🙁 Streamlit Turkish Sentiment App | Mar. 2025 | Deploying a Streamlit App on AWS (Docker) [Error] |