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1. -Kaggle-Boat-Views-ML-Power-BI-Competition -Kaggle-Boat-Views-ML-Power-BI-Competition Public

   This project involves a data science competition where the goal was to predict the number of views a boat listing would receive based on its features. The project included exploratory data analysis…

   Jupyter Notebook 1

2. Kaggle-Energy-Consumption-Dataset-ML-Competition Kaggle-Energy-Consumption-Dataset-ML-Competition Public

   The competition involved predicting the load type of energy usage data from DAEWOO Steel Co. Ltd. Our team analyzed variables, performed missing value analysis, and imputed data to approach the pro…

   Jupyter Notebook 1

3. Traffic-Severity-Prediction-Report-Python-Knime Traffic-Severity-Prediction-Report-Python-Knime Public

   This data mining project aimed to solve the problem of identifying the severity of traffic accidents ranging from 1 to 4. A multiclass classification model was built to classify the severity of an …

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4. Kaggle-Multi_Class-Image-Classification-Competition Kaggle-Multi_Class-Image-Classification-Competition Public

   This project used CNN architecture to create a multi-class image classification model for a Kaggle competition with tomato images. My architecture achieved 100% accuracy.

   Python 1

5. Ebay-Analysis-BI-Project Ebay-Analysis-BI-Project Public

   First of all we performed exploratory data analysis on eBay vehicles data. Then we cleaned data and handled inconsistencies in the data. Afterwards we analyzed data on Power BI and extracted insights.

   Jupyter Notebook 1

6. Automated-Descriptive-Answer-Grading Automated-Descriptive-Answer-Grading Public

   Developed an algorithm that automates the grading process of short descriptive questions using NLP techniques.. Applied reinforcement learning to determine the grading threshold and experimented wi…

   Jupyter Notebook 1