### New York City Taxi Fare Prediction – Analysis and Prediction

## Tinkering with multiple machine learning algorithms and methods to predict Google’s New York City Taxi Fare Prediction challenge.

In this article,i will be using different machine learning techniques to predict **fare_amount**.

you can learn more about this dataset on Kaggle. ðŸ˜‡

Note: *RMSE(Sq. root(mean_squared_error))* will be used to measure score for our model(s).

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### Blueprint to Polynomial Regression

WTF is a polynomial?

polylinear. Adjective. (not comparable) (mathematics) Involving many linear functions.

Alright then,let’s get started!

- Import required libraries.

# Importing the libraries import numpy as np import matplotlib.pyplot as plt import pandas as pd

- import the data into a dataframe
**dataset**.Slice the data into*X*and*y*.