Projects
Welcome to my projects page! Below are samples of my work. They showcase my skills in Tableau, SQL, and Python.
Querying Delivery Center Data
Technical Skill Highlights:
-Querying with SQL
-Aggregate functions
-Joins
-Common Table Expressions (CTEs)
-Window functions
Dive deep into the world of a large Brazilian online retail ordering platform. In this project, I am taking a closer look at Delivery Center's database and writing queries to ask and answer questions. Click below to see query excerpts and insights.
Classifying Credit Risk
Technical Skill Highlights:
-Classification with Python:
-Exploratory Data Analysis/Visualization
-Feature encoding
-Resampling imbalanced data
-Feature engineering
-Hyperparameter tuning
Examine the methods in classifying borrowers. See how machine learning can help us navigate voluminous financial data. This project uses supervised learning to determine the best machine learning algorithm to predict loan defaulters.
Wine and Vineyards Dashboard
Technical Skill Highlights:
-Data manipulation and visualization with Tableau
Discover the recent numbers behind the multi-billion-dollar industry centered around an ancient drink. See how each country performs in wine production and exports. This dashboard helped me realize many interesting facts, such as how Turkey has low wine exports despite being the 5th largest vineyard of the world. Click below and start exploring.
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Predicting Solar Power Generation
Technical Skill Highlights:
-Regression with Python
-Exploratory Data Analysis/Visualization
-Data preprocessing
-Feature importance
-Dimension reduction using VIF
Explore what impacts solar power generation. Understand how a machine learning algorithm is specified for a regression task. I demonstrate the model selection process for predicting solar power generation in this project. Click below to see the complete script and insights.
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Time Series Forecasting with R
Coming Soon...