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staticstics

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Repository for exploring and implementing mathematical concepts essential for machine learning and data science. Topics include linear algebra, calculus, probability, statistics, optimization, and more, with applications to various ML/DS algorithms and techniques.

  • Updated Mar 25, 2025
  • Jupyter Notebook

A comprehensive time series analysis project that forecasts monthly accidental deaths in the USA using statistical models. This project demonstrates exponential smoothing and ARIMA modeling techniques to predict future values based on historical data from January 1973 to December 1978.

  • Updated Dec 22, 2025
  • Jupyter Notebook

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