Hi,
I can help you develop a robust clustering model for your mixed dataset. Here's how I’ll approach your project:
Data Preprocessing: Handle missing values, scale numerical features, and encode categorical variables effectively.
Algorithm Selection: Choose the best-suited algorithm (K-means, DBSCAN, Hierarchical, etc.) based on your data's characteristics.
Model Training Transparency: Provide detailed logs, visualizations, and documentation to ensure complete visibility into the training process and results.
I’ll deliver clean, well-documented Python code, a trained model, and a concise report of the findings. With my 6+ years of experience in Python and machine learning, I’m confident in delivering accurate and actionable results.
Looking forward to collaborating with you!
Best regards,
[Farbod]