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classification-model

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This repository contains my solution to the British Airways Data Science job simulation on Forage. The simulation challenges participants with real-world data scenarios relevant to the airline industry. My approach and code showcase how I tackled the tasks, providing insights into my data analysis and problem-solving skills.

  • Updated Jun 15, 2024
  • Jupyter Notebook

This project analyzes tumor cell data from 550 patients using Python. It involves data cleaning, exploratory analysis, feature engineering, and machine learning to classify tumors as malignant or benign. Techniques include PCA, logistic regression, and k-fold cross-validation to ensure model accuracy and reliability.

  • Updated Jun 7, 2024
  • Jupyter Notebook

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