This is a prediction machine learning model. In this project, my objective was to predict the fare of a cab based on time and daytime variance. I applied data cleaning, calculating the distance between the source and the destination. I implemented some ML regression algorithms and tested the score of the model
- Import Libraries and read data set
- Describe the dataset
- Handling Missing Values
- Data Transforamtion / Categorical to Numerical
- Data Cleaning and Feature Selection
- Split the dataset into train and test set
- Machine Learning Modeling
- train the model (Fit)
- Test the trained model (prediction )
- Model Evaluation