{"id":20683361,"url":"https://github.com/muhammadadilnaeem/course-recommender-app","last_synced_at":"2026-04-11T17:03:10.399Z","repository":{"id":248805033,"uuid":"829825713","full_name":"muhammadadilnaeem/Course-Recommender-App","owner":"muhammadadilnaeem","description":"This is a Streamlit application that provides personalized course recommendations based on user preferences. The app allows users to select courses they have audited or completed, trains a recommendation model, and generates recommendations for new courses.","archived":false,"fork":false,"pushed_at":"2024-07-17T06:28:47.000Z","size":3897,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-17T15:52:53.011Z","etag":null,"topics":["coursera-machine-learning","pandas","python","streamlit","streamlit-webapp"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/muhammadadilnaeem.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-07-17T04:34:38.000Z","updated_at":"2024-07-17T06:28:50.000Z","dependencies_parsed_at":"2024-07-17T07:38:25.696Z","dependency_job_id":null,"html_url":"https://github.com/muhammadadilnaeem/Course-Recommender-App","commit_stats":null,"previous_names":["muhammadadilnaeem/course-recommender-app"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muhammadadilnaeem%2FCourse-Recommender-App","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muhammadadilnaeem%2FCourse-Recommender-App/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muhammadadilnaeem%2FCourse-Recommender-App/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/muhammadadilnaeem%2FCourse-Recommender-App/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/muhammadadilnaeem","download_url":"https://codeload.github.com/muhammadadilnaeem/Course-Recommender-App/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":242933850,"owners_count":20208910,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["coursera-machine-learning","pandas","python","streamlit","streamlit-webapp"],"created_at":"2024-11-16T22:16:22.902Z","updated_at":"2025-12-31T00:55:03.806Z","avatar_url":"https://github.com/muhammadadilnaeem.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# **Course Recommender App**\n\nThis is a Streamlit application that provides personalized course recommendations based on user preferences. The app allows users to select courses they have audited or completed, trains a recommendation model, and generates recommendations for new courses.\n\nhttps://github.com/user-attachments/assets/63d0e067-6355-46d1-9cbf-a97fc055eb19\n\n## **Features**\n\n- Interactive course selection using a dynamic table\n- Model training with feedback at each step\n- Personalized course recommendations\n- Enhanced UI with emojis, colored headings, and central alignment for a better user experience\n\n## **Installation**\n\n1. **Clone the repository:**\n    ```bash\n    git clone https://github.com/muhammadadilnaeem/Course-Recommender-App.git\n    cd Course-Recommender-App\n    ```\n\n2. **Create and activate a virtual environment:**\n    ```bash\n    python -m venv st_env\n    st_env\\Scripts\\activate\n    ```\n\n3. **Install the required packages:**\n    ```bash\n    pip install -r requirements.txt\n    ```\n\n4. **Ensure you have the datasets in the `data` folder:**\n    ```\n    Course-Recommender-App/\n    ├── data/\n    │   ├── ratings.csv\n    │   ├── sim.csv\n    │   ├── course_processed.csv\n    │   └── courses_bows.csv\n    ├── backend.py\n    ├── recommender_app.py\n    └── requirements.txt\n    ```\n\n## **Running the App**\n\n1. **Run the Streamlit app:**\n    ```bash\n    streamlit run recommender_app.py\n    ```\n\n2. **Open your web browser and navigate to:**\n    ```\n    http://localhost:8501\n    ```\n\n## **Code Structure**\n\n- **backend.py:** Contains functions for loading datasets, adding new ratings, and generating course recommendations.\n- **recommender_app.py:** The main Streamlit app file. It includes the UI components and integrates the backend functions.\n\n## **Usage**\n\n1. **Select courses you have audited or completed.**\n2. **Train the model** using the sidebar options.\n3. **Generate course recommendations** by clicking the \"Recommend New Courses\" button.\n\n## **Customization**\n\n- The app uses emojis and colored headings to enhance the user experience.\n- Advanced HTML and CSS are used to style the app.\n\n\n## Contributing\n\n1. **Fork the repository**\n2. **Create a new branch**\n3. **Make your changes**\n4. **Submit a pull request**\n\n## **License**\n\nThis project is licensed under the [MIT License](https://github.com/muhammadadilnaeem/Course-Recommender-App/blob/main/LICENSE).\n\n## **Contact**\n\nFor any issues or feature requests, please open an issue on this repository or contact me directly at madilnaeem0@gmail.com.\n\n---\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmuhammadadilnaeem%2Fcourse-recommender-app","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmuhammadadilnaeem%2Fcourse-recommender-app","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmuhammadadilnaeem%2Fcourse-recommender-app/lists"}