data-science-and-ml Projects

Machine Learning Experiment

Python | Jupyter | scikit-learn | pandas

Machine learning project exploring different algorithms and techniques for data analysis and prediction.

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Kaggle Titanic Competition

Python | pandas | scikit-learn | matplotlib

Machine learning competition project predicting passenger survival on the Titanic using classification algorithms.

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Principal Component Analysis (PCA)

Python | numpy | scikit-learn | matplotlib

Comprehensive explanation and implementation of Principal Component Analysis for dimensionality reduction.

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