Data and Cybersecurity Enthusiast
Spam Text Message Classification with Transformer-Based Models (eg. DistilBERT) (Natural Language Processing)
Text classification with transformer-based models.
Credit Card Fraud Detection with Random Forest Algorithm (Machine Learning)
Fraud detection on credit card data using random forest machine learning algorithm.
Predicting the optimal car prices based on features — Linear Regression (Machine Learning)
Training a machine learning model with a linear regression algorithm that can predict the optimal car sales/buying price based on the car features on an experimental dataset.
Exploratory Data Analysis on Stock Market Data (Silicon Valley Bank Crash)
In this project, we are examining a group of stock data in a specific timeframe. We aim to answer some key questions that might give important insights about the Silicon Valley Bank crash.
Largest Volcano Eruptions in the history
Data Visualization with Tableau
In this project, the largest volcanic eruptions in history were visualized by using data cleaning and data visualization skills.
Covid - 19 Vizualizations with Tableau
In this project, based on the sample data we have, certain covid 19 charts were obtained and inferences were made based on them.
Image Classification with TensorFlow.keras
In this project, we are creating and training a deep neural network that can automatically classify triangle and rectangle shapes into two separate classes. In detail, the project includes data collection, data preprocessing, model creation and training, and lastly model evaluation.
Creating a Stock Management System with Relational DBMS
In this project, we are designing and creating a relational database system that will optimize the stock management system of a specific factory. Then we are testing the benefits of the system with SQL queries.