{"id":23009726,"url":"https://github.com/anish202020/data-analysis-and-machine-learning-basic-programs","last_synced_at":"2026-04-08T20:37:57.310Z","repository":{"id":247548741,"uuid":"826167479","full_name":"Anish202020/Data-Analysis-and-Machine-Learning-Basic-Programs","owner":"Anish202020","description":"Basic programs on data analysis and machine learning for students. 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It includes a variety of tutorials, examples, and models to help students understand and apply these concepts.\n\n\n## Introduction\nWelcome to the repository! This resource is designed to help students learn and practice data analysis and machine learning using Python. The repository is structured to provide easy access to various programs and tutorials.\n\n## Programming Language\n- **Python**\n## Libraries and Frameworks\n- Numpy\n- Keras\n- Pandas\n- Matplotlib\n- Sklearn\n- Tensorflow\n## Content\nStudents can expect to find the following types of content in this repository:\n\n- Basic data analysis programs\n- Machine learning tutorials\n- Advanced deep learning models\n- Data visualization examples\n## Directory Structure\nThe repository is organized into the following directories:\n\n\n[Click Here!](https://github.com/Anish202020/Data-Analysis-and-Machine-Learning-Basic-Programs/tree/main/Data%20Analysis%20%26%20Machine%20Learning%20Basic%20Programs)\n\n## Prerequisites\nTo effectively use this repository, students should have a basic understanding of Python and data analysis concepts.\n\n## Usage\n1. Clone the repository to your local machine:git clone \u003crepository-url\u003e\n2. Navigate to the desired directory to find the program or tutorial you need.\n3. Follow the instructions provided in the README files within each directory to run the programs.\n## Contributing\nWe welcome contributions from the community. If you would like to contribute, please follow these steps:\n\n1. Fork the repository.\n2. Create a new branch for your feature or bugfix.\n3. Commit your changes and push the branch to your fork.\n4. Create a pull request with a detailed description of your changes.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanish202020%2Fdata-analysis-and-machine-learning-basic-programs","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fanish202020%2Fdata-analysis-and-machine-learning-basic-programs","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanish202020%2Fdata-analysis-and-machine-learning-basic-programs/lists"}