You can not select more than 25 topics Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
 
gyoza1 f0e9819f67 edited README 2 days ago
README.md edited README 2 days ago
decision_tree.joblib added project1 files 3 days ago
diamonds.csv added project1 files 3 days ago
multiple_regression.joblib added project1 files 3 days ago
project_1_eda_and_model_training.ipynb added project1 files 3 days ago
project_1_predictions.ipynb added project1 files 3 days ago
simple_regression.joblib added project1 files 3 days ago

README.md

DATA301_projects

Project 1 Contents

The main notebook is project_1_eda_and_model_training.ipynb. The notebook imports data from diamonds.csv, explores the data and sets up three regression models to predict diamond prices.

The second notebook, project_1_predictions.ipynb, loads three trained models from the current directory and makes predictions based on a single row of data.

The models are evaluated by comparing root mean square scores.