Project Structure

📂 TelcoRetentionAI                                ✅ Root directory of the project

├── 📂 .git                                        🔒 Git repository configuration

├── 📂 data                                        📊 Raw and processed datasets

│   └── WA_Fn-UseC_-Telco-Customer-Churn.csv       📌 Original dataset (Telco Customer Churn)

├── 📂 notebook                                    🧠 Jupyter notebooks following CRISP-DM steps

│   ├── 01_business_understanding.ipynb

│   ├── 02_data_understanding.ipynb

│   └── 03_data_preparation_modeling_evaluation.ipynb

├── 📂 docs                                        📚 MkDocs-based documentation

│   ├── 📂 assets                                  📎 Markdown files by CRISP-DM phase

│   │   ├── 📂 images                              🖼️ Images supporting documentation

│   │   │   ├── 📂 02_data_understanding

│   │   │   ├── 📂 05_evaluation

│   │   │   └── 📂 06_project_objectives

│   │   ├── 📄01_business_understanding.md

│   │   ├── 📄02_data_understanding.md

│   │   ├── 📄03_data_preparation.md

│   │   ├── 📄04_modeling.md

│   │   ├── 📄05_evaluation.md

│   │   ├── 📄06_project_objectives.md

│   │   ├── 📄07_project_goals.md

│   │   ├── 📄08_business_recommendations.md

│   │   └── 📄09_conclusions.md

│   ├── 📄changelog.md                             📝 Version history

│   ├── 📄contributing.md                          🙌 How to contribute

│   ├── 📄index.md                                 🏠 Homepage for documentation

│   ├── 📄installation.md                          💡 Setup and install instructions

│   ├── 📄project_structure.md                     🧱 This file (project layout)

│   └── 📄usage.md                                 🚀 How to use the project

├── .gitignore                                     📌 Ignored files

├── .pre-commit-config.yaml                        ✅ Pre-commit hooks (quality checks)

├── .python-version                                📌 Python version control

├── bumpversion.cfg                                🔁 Semantic versioning config

├── Makefile                                       ⚙️  Automation commands

├── mkdocs.yml                                     🗂️ MkDocs site configuration

├── pyproject.toml                                 📦 Poetry build system and dependencies

└── README.md                                      📘 Project overview and summary

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