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  1. Calculus-For-Statisticians-Course-2024 Calculus-For-Statisticians-Course-2024 Public

    A repository for sharing materials, exercises, and R scripts for learning Calculus 2 through R programming. Tailored for statistics students.

  2. Life-Expectancy-ML-Analysis Life-Expectancy-ML-Analysis Public

    Predicting Global Health: A Machine Learning Study on Life Expectancy

    Jupyter Notebook

  3. IMDB_Sentiment_Analysis IMDB_Sentiment_Analysis Public

    Jupyter Notebook

  4. Introduction_To_Stochastic_Gradient_Descent Introduction_To_Stochastic_Gradient_Descent Public

    Stochastic gradient descent algorithm basics and python code

    Jupyter Notebook

  5. Schubert_Piyavskii_Optimization Schubert_Piyavskii_Optimization Public

    This notebook centers on introducing the Schubert-Piyavskii method and demonstrating its application through a basic Python example.

    Jupyter Notebook

  6. Newton_Optimization_Algorithm Newton_Optimization_Algorithm Public

    Jupyter Notebook