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17 search results found
Analytics Componentized Patterns
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142
Rfm Analysis
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134
Python script (and IPython notebook) to perform RFM analysis from customer purchase history data
Ydf Recsys2015 Challenge
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73
Solution of RecSys Challenge 2015
Python Ecommerce Recommendation System Using Machine Learning
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51
Business setting up their recommendation system for first time without any product rating history, & Amazon/Netflix type of recommendation system after the website has collected significant product reviews
Customer_segmentation
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38
Analysing the content of an E-commerce database that contains list of purchases. Based on the analysis, I develop a model that allows to anticipate the purchases that will be made by a new customer, during the following year from its first purchase.
Clv
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26
Calculating Customer Lifetime Value (CLV) with Recency, Frequency, and Monetary (RFM)
Recommender Systems For Implicit Feedback Datasets
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14
Matrix Factorization augmented with customer item meta data
Segmentation Clustering
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13
Recency, Frequency, and Monetary are three behavioral attributes and are quite simple, in that they can be easily computed for any database that has purchase history, and are easy to comprehend, yet very powerful in their predictive ability.
Organicfoodbuyers
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13
Insight Data Fellows Project. Targeting organic food buyers using Instacart data.
Instacart Market Basket Analysis
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10
my solution to kaggle's Instacart Market Basket Analysis competition
2019 Kaggle Elo Top 11 Solution
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9
Kaggle elo competition top gold medal solution
Pyabs
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9
Useful functions to analyze Asset Backed Securities deals
Cca175_master_preparation
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8
E Commerce Data Eda
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6
Exploratory Data Analysis (EDA) is performed on the E-Commerce data obtained from a UK-based and registered non-store online retail to discover interesting transactional patterns of different customers and countries.
Market Basket Analysis
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6
Using Apriori Algorithm to do Market Basket Analysis of Customers purchasing behaviours. It can predict what the customer is going to buy next by looking at the products he is buying.
Black Friday Hackaton
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6
This is my approach on Analytics Vidhya Black Friday hackathon.
Rfm Analysis
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5
RFM (recency, frequency, monetary) analysis
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