Project Definition
project overview
This blog post is part of the Capstone Project for the Udacity Data Scientist nano degree program. In this project, the demographics data was utilized, to identify the potential customers for the mail-order company, a client of Arvato Financial Services. The supervised machine learning model, the outcome of this project, predicts whether or not individuals will respond to the campaign.
The blog post is composed of three parts:
- Data Exploration: Understanding the data and data cleaning
- Unsupervised learning: a customer segmentation report
- Supervised learning: a classifier that predicts whether an individual will respond
project statement
In the first part, the main focus…
I spent hours daily driving on one of the busiest motorways in the Netherlands when commuting was still a norm. When I first came across with the goods vehicle data on CBS website, it immediately attracted my attention: it could answer those not so important questions that I have always had, when stuck in a traffic jam after a long day of work, alongside the lorries.
In this article, we will explore several aspects of goods vehicles transportation in particular,
- What are the types of common goods vehicles? How can we tell them apart using data?
- What is the lifespan…
