Capstone Project Wiki

This article will contain the following steps that are necessary for any Data Science project: London is the capital of and largest city in England and the United Kingdom, with the largest municipal population in the European Union.London has a diverse range of people and cultures, and more than 300 languages are spoken in the region.

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The code for this project can be found in my github repository. Since this is my first article on medium and also my first full length project, there might be few mistakes and errors.

Please feel free to comment any errors or mistakes that I might have made so that I can correct myself and learn.

To consider the above problem the data is collected as following: I removed all the hyperlinks and there are more than one Postal codes for some Locations so I kept only one Postal code.

For the next table of average housing prices the data initially looked like this: First of all I removed all null values and then get rid of unwanted columns and only kept ‘Area’ and ‘Avg price’ columns.

Capstone courses may seem a nuisance to some college seniors, or just one more project to complete.

However, the reality is that capstone courses are designed to help students transition from college to the workforce.Here is a head of the list Venues name, category, latitude and longitude information from Foursquare API. In this reason I used unsupervised learning K-means algorithm to cluster the boroughs.K-Means algorithm is one of the most common cluster method of unsupervised learning.They are designed to give students experience in practical applications of their coursework as final preparation for entering the workforce.There are a variety of formats for the capstone course.Its estimated mid-2016 municipal population (corresponding to Greater London) was 8,787,892, the most populous of any city in the European Union and accounting for 13.4% of the UK population.London’s urban area is the second most populous in the EU, after Paris, with 9,787,426 inhabitants at the 2011 census.For this reason, people can easily interpret where to live with all facilities and cheaply.Not only for investors but also city managers can manage the city more regularly by using similar data analysis types or platforms.Bexley, Croydon, and Sutton Boroughs have very low house prices but have good venues to visit nearby.As people are turning to big cities to start a business or work.


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