Principles-of-Data-Science-Project

File Name and Description :

1. van.csv - Original data set.

2. project.ipynb - Python code of descriptive statistics,EDA, data visualization, partition of original data set into train and test sets, Decision Tree model training and testing, Naive Bayes model training and testing and time series analysis using Holt-winters forecasting.

3. report.pdf - Project report.

Sequence for running the codes:

1. Open and run the file project.ipynb for visualization, training and testing the models.