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1. 3D-Object-Volume-Estimation-using-Numerical-Methods 3D-Object-Volume-Estimation-using-Numerical-Methods Public

   This project focuses on estimating object volume using Python without using any external libraries. It combines edge detection with central difference, smooth edge representation through interpolat…

   Jupyter Notebook

2. Spaceship-Titanic-Prediction-using-Ensamble-Methods Spaceship-Titanic-Prediction-using-Ensamble-Methods Public

   The project analyzes Spaceship Titanic's historical data to predict survivors using advanced preprocessing and feature engineering. Two methodologies are compared against baseline models. Ensemble …

   Jupyter Notebook

3. Bank-Customer-Churn-Prediction Bank-Customer-Churn-Prediction Public

   Machine learning-based churn prediction using Logistic Regression and SVM, with an in-depth comparative analysis using Python

   Jupyter Notebook

4. Signature-Forgery-Detection Signature-Forgery-Detection Public

   This project utilizes Python's image-processing abilities to identify signature forgery. Utilizing a combination of Image Enhancement, Segmentation, Feature Extraction, and Classification, it syste…

   Jupyter Notebook

5. Data-Acquisition-and-Exploration-on-Amazon-Sales-Dataset- Data-Acquisition-and-Exploration-on-Amazon-Sales-Dataset- Public

   Exploring the Amazon Sales Dataset from Kaggle with 1465 entries, this project highlights e-commerce trends using visualizations and discusses potential machine learning applications using Python.

   Jupyter Notebook

6. Image-Edge-Detection-with-Taylor-Series-and-Finite-Difference Image-Edge-Detection-with-Taylor-Series-and-Finite-Difference Public

   This Python project implements Taylor series derivatives and finite difference methods to detect edges in images, efficiently highlighting the boundaries between objects. The approach converts RGB …

   Python