A python package to train & evaluate Customer Lifetime Value(CLTV) models using Neural Networks & ZILN loss(developed by google)
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Jul 19, 2023 - Python
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cltv
Here are 11 public repositories matching this topic...
The data set named Online Retail II includes online sales transactions of a UK-based retail company between 01/12/2009 - 09/12/2011.
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Jul 4, 2022 - Python
FLO wants to determine roadmap for sales and marketing activities. In order for the company to make a medium long -term plan, it is necessary to estimate the potential value that existing customers will provide to the company in the future.
python numpy scikit-learn pandas datascience segmentation customer clv cltv flo customer-segmentation bg-nbd gamma-gamma mtahiraslan
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Mar 7, 2023 - Python
FLO would like to set a roadmap for sales and marketing activities. In order for the company to make a medium-long-term plan, it is necessary to estimate the potential value that existing customers will provide to the company in the future.
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Jul 4, 2022 - Python
CLTV_customer-lifetime-value-analysis
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Nov 4, 2023 - Python
CLTV prediction, BGNBD, Gamma Gamma
data-science machine-learning ai deep-learning ml artificial-intelligence dl cltv bg-nbd gamma-gamma cltv-prediciton
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Nov 6, 2023 - Python
This project involves performing customer segmentation and RFM (Recency, Frequency, Monetary) analysis on customer data from a retail company. The primary goal is to categorize customers into segments based on their buying behavior and identify potential target groups for marketing campaigns.
segmentation churn-prediction clv cltv rfm rfm-analysis churn-analysis cltv-prediciton recency-frequency-monetary churn-rate
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Oct 9, 2023 - Python
A retail company wants to create a roadmap for its sales and marketing activities. To plan for the medium to long term, the company needs to predict the potential value that existing customers will bring in the future.
segmentation roi churn-prediction cltv churn-analysis bg-nbd gamma-gamma cltv-prediciton churn-rate return-on-investment
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Oct 5, 2023 - Python
Customer Lifetime Value calculation and prediction analyis by an existing customer dataset with Python.
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Feb 17, 2024 - Python
This project aims to perform customer segmentation and revenue prediction for a gaming company based on customer attributes. The company wants to create persona-based customer definitions and segment customers based on these personas to estimate how much potential customers can generate in revenue.
exploratory-data-analysis segmentation churn-prediction clv cltv rfm rfm-analysis churn-analysis cltv-prediciton recency-frequency-monetary churn-rate
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Oct 9, 2023 - Python
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