{"id":29908840,"url":"https://github.com/ryanga09/digitalent_intermediatedatascience-selfpractice","last_synced_at":"2026-02-07T22:31:40.609Z","repository":{"id":307670418,"uuid":"1024926278","full_name":"RyanGA09/DigiTalent_IntermediateDataScience-SelfPractice","owner":"RyanGA09","description":"A repository of self practice hands-on projects from DigiTalent’s Intermediate Data Science training, covering Data Screening, Data Object: Basic Analysis, Documentation \u0026 Construction, Model Design, Application of Modeling, Modeling Result Evaluation. 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Self Practice\n\n## 📅 Created On\n\nJuly 2025\n\n## 🗂️ Repository Structure\n\n```bash\nDigiTalent_IntermediateDataScience-SelfPractice/\n├── data/                         # Contains raw/external datasets\n│   └── Data_Nasabah.csv          # Local dataset\n│\n├── notebooks/                    # Jupyter notebooks\n│   ├── self_practice-1.ipynb     # Data Screening\n│   ├── self_practice-2.ipynb     # Data Object: Basic Analysis\n│   ├── self_practice-3.ipynb     # Construction \u0026 Documentation\n│   ├── self_practice-4.ipynb     # Model Design Strategy\n│   ├── self_practice-5.ipynb     # Modeling Application\n│   └── self_practice-6.ipynb     # Evaluation of Modeling Results\n│\n├── requirements.txt              # Python dependencies\n├── README.md                     # Project overview and setup instructions\n└── .gitignore                    # Files/folders to exclude from version control\n\n```\n\n## 🚀 How to Use\n\n1. 📥 Clone this repository to your local machine:\n\n   ```bash\n   git clone https://github.com/RyanGA09/DigiTalent_IntermediateDataScience-SelfPractice.git\n   ```\n\n2. **Change Directory**\n\n   ```bash\n   cd DigiTalent_IntermediateDataScience-SelfPractice.git\n   ```\n\n3. **Open in VS Code**\n\n   ```bash\n   code .\n   ```\n\n4. 📦 Install the environment (recommended to use venv or conda):\n\n   ```bash\n   pip install -r requirements.txt\n   ```\n\n5. 📘 Open the notebook corresponding to the topic you want to learn and run the code cells sequentially.\n\n## 👨‍💻 Author\n\nRyan Gading Abdullah\n\n[![GitHub](https://img.shields.io/badge/GitHub-000000?style=for-the-badge\u0026logo=github\u0026logoColor=white)](https://github.com/RyanGA09)\n[![GitLab](https://img.shields.io/badge/GitLab-FC6D26?style=for-the-badge\u0026logo=gitlab\u0026logoColor=white)](https://gitlab.com/RyanGA09)\n[![Instagram](https://img.shields.io/badge/Instagram-E4405F?style=for-the-badge\u0026logo=instagram\u0026logoColor=white)](https://instagram.com/ryan_g._a)\n[![LinkedIn](https://img.shields.io/badge/LinkedIn-0077B5?style=for-the-badge\u0026logo=linkedin\u0026logoColor=white)](https://www.linkedin.com/in/ryan-gading-abdullah/)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fryanga09%2Fdigitalent_intermediatedatascience-selfpractice","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fryanga09%2Fdigitalent_intermediatedatascience-selfpractice","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fryanga09%2Fdigitalent_intermediatedatascience-selfpractice/lists"}