hw2

  

Guidelines

· Write you response as a research analysis with explanation and APA Format

· Share the code and the plots 

· Put your name and id number

· Upload Word document and ipynb file from google colab

HW02 Cover Sheet – Analyze the following dataset

https://archive.ics.uci.edu/ml/datasets/Automobile

The research paper should include 

· Introduction

o Dataset attributes

o Dataset clean-up

· Exploratory Data Analysis

o Univariate analysis (individual variables)

o Bivariate analysis (relationships) 

o Heat Maps

o Bar charts

o Identification of important features

· Perform a Regression to predict the car prices

Do not copy 

References for analysis

1. Use the google colab https://colab.research.google.com/notebooks/intro_to_ml_semester_course/Spring2018/Lab_1__Loading_and_Understanding_Your_Data.ipynb

2. Kaggle as reference https://www.kaggle.com/toramky/automobile-dataset

please use this reference as well where you can find the code in this page.

 https://www.kaggle.com/goyalshalini93/car-price-prediction-linear-regression-rfe