{"id":25536379,"url":"https://github.com/yashksaini-coder/codsoft","last_synced_at":"2025-04-11T14:50:45.241Z","repository":{"id":218391561,"uuid":"746297172","full_name":"yashksaini-coder/CodSoft","owner":"yashksaini-coder","description":"This was a simple virtual internship where i mainly created machine learning models to perform tasks like Classification \u0026 Prediction ","archived":false,"fork":false,"pushed_at":"2024-07-12T16:40:35.000Z","size":11803,"stargazers_count":19,"open_issues_count":0,"forks_count":4,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-03-25T10:51:18.204Z","etag":null,"topics":["codsoft","codsoft-internship","codsoftinternship","machine-learning","machine-learning-algorithms"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/yashksaini-coder.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2024-01-21T16:48:32.000Z","updated_at":"2024-12-15T12:30:09.000Z","dependencies_parsed_at":"2025-02-20T04:33:02.956Z","dependency_job_id":"5afd02f5-8e96-4d66-abb7-ed94ebe5af2c","html_url":"https://github.com/yashksaini-coder/CodSoft","commit_stats":null,"previous_names":["yashksaini-coder/codsoft"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yashksaini-coder%2FCodSoft","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yashksaini-coder%2FCodSoft/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yashksaini-coder%2FCodSoft/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/yashksaini-coder%2FCodSoft/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/yashksaini-coder","download_url":"https://codeload.github.com/yashksaini-coder/CodSoft/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248424293,"owners_count":21101149,"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":["codsoft","codsoft-internship","codsoftinternship","machine-learning","machine-learning-algorithms"],"created_at":"2025-02-20T04:32:54.111Z","updated_at":"2025-04-11T14:50:45.220Z","avatar_url":"https://github.com/yashksaini-coder.png","language":"Jupyter Notebook","readme":"\u003cdiv align=\"center\"\u003e\n   \u003cimg src=\"https://socialify.git.ci/yashksaini-coder/CodSoft/image?forks=1\u0026issues=1\u0026name=1\u0026owner=1\u0026pulls=1\u0026stargazers=1\u0026theme=Auto\" alt=\"CodSoft\" width=\"640\" height=\"320\" /\u003e\n\u003c/div\u003e\n\nWelcome to the **Codsoft Internship Data Science Repository**!🌟\nHere, you'll find a showcase of my journey and achievements during the internship, featuring hands-on projects that delve into various facets of data science. Dive into the realm of predictive analytics and classification with the following projects:\n\n## Projects\n\n### 1. **Sales Price Prediction using Python** 📈\n- **Description:** Explore the power of predictive modeling as I leverage Python to forecast sales prices. Uncover the intricacies of the dataset and witness how advanced algorithms can accurately predict future sales figures.\n- **Highlights:**\n  - Data preprocessing and exploration\n  - Feature engineering\n  - Model training and evaluation\n  - Prediction and visualization\n\n### 2. **Iris Flower Classification with Web App** 🌸\n- **Description:** Immerse yourself in the fascinating world of machine learning as I present a web application for Iris flower classification. Witness the seamless integration of data science into a user-friendly interface, demonstrating the practical applications of classification algorithms.\n- **Highlights:**\n  - Dataset analysis and visualization\n  - Model training and validation\n  - Web app development using Flask/Streamlit\n  - Real-time classification and user interface\n\n### 3. **Credit Card Fraud Detection** 💳🔍\n- **Description:** Delve into the critical realm of fraud detection in financial transactions. This project showcases my expertise in developing a robust model for identifying and preventing credit card fraud using cutting-edge techniques in data science.\n- **Highlights:**\n  - Data cleaning and preprocessing\n  - Feature selection and engineering\n  - Model building and tuning\n  - Evaluation and deployment\n\nFeel free to explore the code, datasets, and documentation provided in each project. Your feedback and insights are greatly appreciated as I continue to refine and expand my skills in the dynamic field of data science. Happy coding! 🚀📊\n\n## Usage Guide 📚\n\nTo get started with the projects in this repository, follow the instructions below:\n\n1. **Clone the Repository:**\n   - Clone the repository to your local machine using:\n     ```bash\n     git clone https://github.com/yashksaini-coder/CodSoft\n     ```\n\n2. **Navigate to the Project Directory:**\n   - Change to the directory of the project you want to explore:\n     ```bash\n     cd CodSoft\n     ```\n\n3. **Install Dependencies:**\n   - Install the required dependencies using pip or a virtual environment:\n     ```bash\n     pip install -r requirements.txt\n     ```\n\n4. **Run the Project:**\n   - Follow the instructions in the project's README to run the project.\n\n5. **Explore and Modify:**\n   - Feel free to explore and modify the code to suit your needs. Experiment with different algorithms, tweak parameters, and enhance the projects as you see fit.\n\n\n## Contribution Guide 🤝\n\nWe welcome contributions to improve and expand this repository. To contribute, please follow these steps:\n\n1. **Fork the Repository:**\n   - Click the [Fork](https://github.com/yashksaini-coder/CodSoft/fork) button on the top right of this repository's page.\n\n2. **Clone the Repository:**\n   - Clone your forked repository to your local machine using:\n     ```bash\n     git clone https://github.com/your-username/CodSoft\n     ```\n\n3. **Create a Branch:**\n   - Create a new branch for your changes:\n     ```bash\n     git checkout -b feature/your-feature-name\n     ```\n\n4. **Make Changes:**\n   - Implement your changes and commit them with descriptive messages:\n     ```bash\n     git add .\n     git commit -m \"Add feature: your-feature-name\"\n     ```\n\n5. **Push Changes:**\n   - Push your changes to your forked repository:\n     ```bash\n     git push origin feature/your-feature-name\n     ```\n\n6. **Create a Pull Request:**\n   - Open a pull request from your forked repository's branch to this repository's main branch.\n\n\nThank you for visiting the Codsoft Internship Data Science Repository. I hope you find these projects insightful and inspiring. If you have any questions or need assistance, don't hesitate to reach out. Happy coding! 😊","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyashksaini-coder%2Fcodsoft","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fyashksaini-coder%2Fcodsoft","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fyashksaini-coder%2Fcodsoft/lists"}