Hi, I'm Gulden.
I am a data scientist, currently contributing at ShelterApp.org.
Portfolio
This is where I get interested in stuff and dig my way in.
Twitter sentiment analysis
Sentiment analysis of tweets with Random Forest Classifier.
- pandas
- nltk
- scikit-learn
- numpy
- seaborn
- matplotlib
Auto price prediction
Find the best model to predict auto prices based on the features in the dataset.
- pandas
- SciPy
- scikit-learn
- seaborn
- matplotlib
- NumPy
Breast cancer diagnosis
Classify a cell as malignant or benign based on its physical features with Logistic Regression and threshold adjusting.
- pandas
- SciPy
- scikit-learn
- seaborn
- matplotlib
- NumPy
Airbnb listing prices and venues data analysis of Seattle
The capstone project of IBM Data Science Professional Certificate program.
- pandas
- NumPy
- matplotlib
- folium
- json
- scikit-learn
Classification models for wine quality prediction
Validation and model selection for the wine quality dataset.
- scikit-learn
- SciPy
- pandas
- NumPy
- matplotlib
- seaborn
Blog
If only writing posts were easy as coding.