Data Analysis with Python

This project was part of IBM Data Science certificate. https://www.coursera.org/professional-certificates/ibm-data-science

Dataset and Objective.

Dataset: cars, various makes, specifications and prices.
After cleaning the dataset, running statistics, identifying the most relevant variables, we develop several models that will predict the price of a car using a set of features/variables.
A model will help us understand the exact relationship between different variables and how these variables are used to predict the result.

Data Analysis Steps

Review Introduction - Jupyter Notebook

Data-Wrangling - Jupyter Notebook

Exploratory Data Analysis - Jupyter Notebook

Model Development - Jupyter Notebook

Model Evaluation and Refinement - Jupyter Notebook