IBM Data Science Capstone Project-Geodata
This project is the capstone assignment for a 9 course IBM Professional Certificate in data science.
The scenario is that you live on the West side of the City of Toronto in Canada. You love your neighborhood mainly because of all the great amenities and other types of venues that exist in the neighborhood. Such as gourmet fast food joints, pharmacies, parks, grad schools, and so on. Now say you receive a job offer from a great company on the other side of the city with great career prospects. However, given the far distance from your current place, you, unfortunately, must move if you decide to accept the offer. Wouldn't it be great if you're able to learn about neighborhoods on the other side of the city? They are the same as your current neighborhood, and if not, perhaps similar neighborhoods that are at least closer to your new job.
In this capstone project, we had to be creative and produce our own idea or problem to solve using location data. I chose the scenario where my company is looking for office space and will use location data to do so. Hence the name of the capstone project is the battle of the neighborhoods.
Given my city of Charlotte, I will segment it into different neighborhoods using the geographical coordinates of the center of each neighborhood. And then, using a combination of location data and machine learning, I will group the neighborhoods into clusters and choose the optimal location for our office!
Видео IBM Data Science Capstone Project-Geodata канала Silver Fox Data
The scenario is that you live on the West side of the City of Toronto in Canada. You love your neighborhood mainly because of all the great amenities and other types of venues that exist in the neighborhood. Such as gourmet fast food joints, pharmacies, parks, grad schools, and so on. Now say you receive a job offer from a great company on the other side of the city with great career prospects. However, given the far distance from your current place, you, unfortunately, must move if you decide to accept the offer. Wouldn't it be great if you're able to learn about neighborhoods on the other side of the city? They are the same as your current neighborhood, and if not, perhaps similar neighborhoods that are at least closer to your new job.
In this capstone project, we had to be creative and produce our own idea or problem to solve using location data. I chose the scenario where my company is looking for office space and will use location data to do so. Hence the name of the capstone project is the battle of the neighborhoods.
Given my city of Charlotte, I will segment it into different neighborhoods using the geographical coordinates of the center of each neighborhood. And then, using a combination of location data and machine learning, I will group the neighborhoods into clusters and choose the optimal location for our office!
Видео IBM Data Science Capstone Project-Geodata канала Silver Fox Data
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