{"id":15131142,"url":"https://github.com/harshavardh8n/machine-learning-projects","last_synced_at":"2026-01-18T20:33:08.081Z","repository":{"id":256979700,"uuid":"856998655","full_name":"harshavardh8n/Machine-Learning-Projects","owner":"harshavardh8n","description":"Machine Learning Projects: A collection of machine learning projects developed as part of the curriculum, utilizing libraries such as NumPy, Pandas, Seaborn, and Matplotlib. 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These projects showcase practical applications and data analysis techniques using popular Python libraries and machine learning algorithms.\n\n## Projects Overview\n\nThis repository includes projects that demonstrate various aspects of machine learning, including data preprocessing, visualization, and algorithm implementation. Key libraries and algorithms used are:\n\n- **Libraries:**\n  - **NumPy:** For numerical operations and array manipulations.\n  - **Pandas:** For data manipulation and analysis.\n  - **Seaborn:** For data visualization.\n  - **Matplotlib:** For plotting and graphing.\n\n- **Algorithms:**\n  - **Apriori:** For association rule learning in data mining.\n  - **Decision Trees:** For classification and regression tasks.\n\n## Tech Stack\n\n- **Programming Language:** Python\n- **Libraries:** NumPy, Pandas, Seaborn, Matplotlib\n- **Algorithms:** Apriori, Decision Trees\n\n## Setup\n\n1. **Clone the Repository**\n\n   ```bash\n   git clone https://github.com/your-username/machine-learning-projects.git\n   cd machine-learning-projects\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fharshavardh8n%2Fmachine-learning-projects","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fharshavardh8n%2Fmachine-learning-projects","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fharshavardh8n%2Fmachine-learning-projects/lists"}