GOAL OF THIS PROJECT
- validate and refine hypotheses
- identify patterns and trends
- report with analyzes
- machine learning model to predict diamond prices
PLANNING
- definition of the problem
- know exactly what the objective is
- collect
- data collection
- data description
- check NAN
- statistical metrics
- clear NAN -eda
- creation and validation of hypotheses
- preprocessing
- checking the range of values
- coding of variable categories maintaining their degree of importance
- ML Models
- test 3 models
- Metrics
- test 5 metrics for ranking issues
**link to the data used in this project -> ** https://www.kaggle.com/datasets/shivam2503/diamonds