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Machine Learning Project[1]-Weijie Sun

Introduction

I have taken a Machine Learning Course at the University of Alberta. Our professor is Russell Greiner. We need to make a project and do some researches by Machine Learning method with our coach Koosha Golmohammadi. Since this is my first Machine Learning project. Soooo, this is not as good as some projects made by Machine Learning experts. However, we achieve a result is 90% accuracy which is closed to some the U.S agency in Boston.

1 Scraping Data.

We scraped some real estate data from real estate data website from Edmonton and marked in Edmonton Map.

2 Matching Data

Then we tried to match the real estate data with over 110 features in Open City Edmonton Data

It is a tough work there are different names for an address which is easier for the human to understand than a machine. After a little of the algorithm in nature language process(very basic).

we got the following useful data.

This is our first step for collating data and scraping data.

I will keep updating for Machine learning.
See you next time.

Our code resource