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1. practice2022 practice2022 Public

   Forked from thakavur/practice2022

   Practice tasks for the year 2022/2023

   Python

2. Scrapy-Parser-Wiki-Movies Scrapy-Parser-Wiki-Movies Public

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   Python

3. FastApi-Project-Bookstore FastApi-Project-Bookstore Public

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4. EDA-Regression-MarketingData EDA-Regression-MarketingData Public

   Engineering a regression model to predict clients' annual income, evaluating feature distributions, testing hypotheses, and assessing the model using the OLS method.

   Jupyter Notebook

5. Action-Central-Limit-Theorem Action-Central-Limit-Theorem Public

   Demonstration of the convergence of sample statistics to population parameters and the Central Limit Theorem for a chosen distribution by generating samples of varying sizes and constructing differ…

   Jupyter Notebook

6. Optimization-Methods-Comparison-for-ML-Models Optimization-Methods-Comparison-for-ML-Models Public

   Comparison of the Momentum, RMSprop, and Adam optimization methods to GD and SGD for machine learning models using synthetic data to evaluate convergence speed and accuracy.

   Jupyter Notebook