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1. spotify_growth_analysis_time_series_forecasting spotify_growth_analysis_time_series_forecasting Public

   This project analyzes the growth of an emerging artist on Spotify, examining data from January 2021 to October 2023. We explore key factors such as streams, playlist reach, and follower counts usin…

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2. youtube-downloader youtube-downloader Public

   These Python scripts enable interaction with YouTube using the Pytube module and conversion of audio/video files to MP3 using the Pymovie module. They allow for easy downloading of YouTube videos a…

   Python

3. django_blog_app django_blog_app Public

   In this project, I experimented with creating a blog using the Django framework. The project includes account management, post creation and display, and the use of templates and static files for de…

   Python

4. gradient-descent-and-bcgd-methods gradient-descent-and-bcgd-methods Public

   This work was completed as homework for the Mathematical Optimization for Data Science course. The objective of the analysis was to compare Gradient Descent and Block Coordinate Gradient Descent, w…

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5. markowitz_portfolio_optimization markowitz_portfolio_optimization Public

   This project was carried out as the final assignment for the Mathematical Optimization for Data Science course. The goal of the analysis was to compare two variants of the Frank-Wolfe Method with t…

   Jupyter Notebook

6. california_house_price_analysis california_house_price_analysis Public

   This project was undertaken as the culmination of our statistical learning course. Its primary objective was to utilize data from the 1990 U.S. Census to predict median house values, employing mult…

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