Clustering usage Data in Python 2.7
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WordPress , Shopify, Wix, Django, Laravel, PHP, .Net, Java, React JS, MYSQL | Social Media Manager | ML & AI Engineer | Mobile Application Developer | Graphics Designer | Electrical Engineer
Albany
1611056197172312504082482715128881124136242515367339873
Description
Experience Level: Intermediate
Estimated project duration: less than 1 week
Clustering usage consumption data based on behaviour across time and different products.
The results should clearly convey:
* How the pattern of usage changes from first month usage vs second month vs third and henceforth
* Most optimum approach based on technical evaluation to boost usage across groups with lower usage
* Any other nuances hidden in the data
* Code should have clear functions marked with comments and details (prod ready)
* At-least use 2-3 different algorithms( like DBSCAN, KMeans, Hierchial based)
The logic behind clustering is to deliver a business approach for the clustered users and display how one behaviour is different than others groups.
The reasoning and goals for each clustering used described clearly in comments in the jupyter python notebook.
This is the first project in the series, there will be few other bigger ones to follow.
Fixed Price, needs done in 4 days maximum.
The results should clearly convey:
* How the pattern of usage changes from first month usage vs second month vs third and henceforth
* Most optimum approach based on technical evaluation to boost usage across groups with lower usage
* Any other nuances hidden in the data
* Code should have clear functions marked with comments and details (prod ready)
* At-least use 2-3 different algorithms( like DBSCAN, KMeans, Hierchial based)
The logic behind clustering is to deliver a business approach for the clustered users and display how one behaviour is different than others groups.
The reasoning and goals for each clustering used described clearly in comments in the jupyter python notebook.
This is the first project in the series, there will be few other bigger ones to follow.
Fixed Price, needs done in 4 days maximum.
Utkarsh S.
60% (1)Projects Completed
1
Freelancers worked with
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Last project
21 Mar 2019
United States
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