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comparative-analysis

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An easy implementation of the Genetic Algorithm for the Eight Queens Problem and some improvements to the basic design for faster convergence to a possible solution. The project also offers a short comparative study on the performance of the two versions of algorithms and possible reasons for the same.

  • Updated Feb 18, 2021
  • Python

This model utilizes regression models and accurately predicts employee salaries based on experience, previous CTC, and job roles, promoting fair salary structures and optimizing resource allocation for streamlined HR operations.

  • Updated May 18, 2024
  • Jupyter Notebook

This project involves a comprehensive comparative analysis of various machine learning models to classify activities based on a given dataset. The analysis follows a structured approach, including data exploration, model training, model evaluation, and results interpretation to identify the best performing model.

  • Updated Jul 4, 2024
  • Jupyter Notebook

This model utilizes regression models and accurately predicts employee salaries based on experience, previous CTC, and job roles, promoting fair salary structures and optimizing resource allocation for streamlined HR operations.

  • Updated Jun 4, 2024
  • Jupyter Notebook

This project utilizes the YouTube API to gather and compare detailed statistics from two YouTube channels. By focusing on various key metrics, the analysis provides a comprehensive comparison between the channels.

  • Updated Jul 20, 2024
  • Jupyter Notebook

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