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canayter/README.md

📚 Featured Projects

Loan Risk Prediction Model

  • Machine learning model for loan risk classification
  • Logistic regression with scikit-learn
  • Key financial indicators including debt-to-income ratios
  • Link to Repository
  • View Code

Mole Analysis with Deep Learning (MADAIN)

  • Deep learning model for medical image analysis
  • TensorFlow and Keras with Adam optimization
  • Interactive visualization using Streamlit
  • Link to Repository
  • View Code

Climate Impact on Wine Production

  • Correlation between climate variables and wine production
  • Python data science stack (Pandas, SciPy, Matplotlib)
  • Link to Repository
  • View Code

🎓 Education

  • Data Science and Visualization Certificate | Northwestern University
  • MA in Central Eurasian Studies | Indiana University
  • BA in Linguistics | Hacettepe University
  • Erasmus | Linguistics and Philology | Uppsala University

📫 Let's Connect

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  1. MADAIN Public

    Forked from AEKoller/MADAIN

    Using TensorFlow and Keras to predict skin cancer from mole images, achieving high accuracy and precision through extensive testing and benchmarking of CNN architectures and optimization techniques.

    Jupyter Notebook

  2. credit-risk-classification-analysis Public

    A machine learning model using logistic regression to predict loan defaults based on financial data. The purpose of the analysis was to assist in risk assessment and decision-making processes in th…

    Jupyter Notebook 1

  3. tableau-citi-bike-data-visualization Public

    Aggregating the data found in the Citi Bike Trip History Logs to identify and visualize new phenomena regarding city bike use.

    1

  4. leaflet.js-geographic-data Public

    Developing a visualization of USGS data that allows viewers to look into geographic data structure.

    JavaScript 1

  5. wine_and_climate_change Public

    Forked from AEKoller/wine_and_climate_change

    Utilized Pandas for data cleaning and integration to create a high-quality, uniform dataset of global wine production and historical temperature records. Employed SciPy for statistical analysis to …

    Jupyter Notebook

  6. geospatial-visualization-of-volcanic-activity Public

    This project showcases an interactive web-based visualization of global volcanic activity, highlighting the Volcanic Explosivity Index, casualties, and economic impacts. It features dynamic maps wi…

    Jupyter Notebook 3