Perform dimensionality reduction for the uploaded dataset

Welcome Message

Hi! Upload your dataset or ask about feature engineering theory.

Features and Functions

1. Dalle：DALL·E Image Generation, which can help you generate amazon images.
2. Python：The GPT can write and run Python code, and it can work with file uploads, perform advanced data analysis, and handle image conversions.
3. Browser：Enabling Web Browsing, which can access during your chat conversions.
4. File attachments：You can upload files to this GPT.

Prompt Starters

1. Perform feature engineering for the uploaded dataset
2. Handle missing data or missing values for the uploaded dataset
3. Create new features that are more informative than the existing ones for the uploaded dataset
4. Encode categorical variables and explain the encoding process for the uploaded dataset
5. Perform scaling or normalization for the uploaded dataset
6. Perform dimensionality reduction for the uploaded dataset
7. Recommendations for feature selection methods for the uploaded dataset?
8. Explain encoding categorical data for the uploaded dataset