pratikparija93 / Instacart-Market-Basket-Analysis
This repository is about Market Basket Analysis involving XG-Boost, LGBM, Apriori's Theorem, Cultural Analysis, Word2Vec and of course Regression.
☆9Updated 6 years ago
Alternatives and similar repositories for Instacart-Market-Basket-Analysis:
Users that are interested in Instacart-Market-Basket-Analysis are comparing it to the libraries listed below
- A re-creation of SAS varclus procedure in Python☆23Updated 6 years ago
- Customer life time analysis (CLV analysis). We are using Gamma-Gamma model to estimate average transaction value for each customer.☆45Updated 6 years ago
- Tips for Advanced Feature Engineering☆52Updated 4 years ago
- Recency, Frequency, and Monetary are three behavioral attributes and are quite simple, in that they can be easily computed for any databa…☆15Updated last year
- Customer-base segmentation over e-commerce sales data☆25Updated 4 years ago
- Project work for Udacity's AB Testing Course☆82Updated 7 years ago
- Implementation OF KMEans, KMode, Kprototype and Agllomerative Hierarchical Clustering Using Python.☆34Updated 6 years ago
- ☆14Updated 7 years ago
- Repository of all the python codes for the Book : Practical Statistics for Data Scientists.☆26Updated 6 years ago
- my solution to kaggle's Instacart Market Basket Analysis competition☆17Updated 4 years ago
- Prediction of loan defaulter based on more than 5L records using Python, Numpy, Pandas and XGBoost☆62Updated 2 years ago
- Customer segmentation using k-means clustering in python☆57Updated 6 years ago
- Improve marketing campaign of a Portuguese bank by analyzing their past marketing campaign data and recommending which customer to target☆57Updated 6 years ago
- A project on machine learning techniques dealing with imbalanced classification (Python)☆11Updated 7 years ago
- A study and comparison of Risk Modeling algorithms (Capstone Project)☆31Updated 6 years ago
- Time Series Decomposition techniques and random forest algorithm on sales data☆56Updated 2 years ago
- Recommender System is an information filtering tool that seeks to predict which product a user will like, and based on that, recommends a…☆34Updated 4 years ago
- Customer & Purchase Analytics using Segmentation, Targeting, Positioning, Marketing Mix, Price Elasticity☆42Updated 4 years ago
- Udacity Data Science Nanodegree Capstone☆35Updated 4 years ago
- Use Instacart public dataset to report which products are often shopped together. 🍋🍉🥑🥦☆36Updated 6 years ago
- A machine learning algorithm written to predict severity of insurance claim☆19Updated 8 years ago
- Address imbalance classes in machine learning projects.☆66Updated 6 years ago
- Sentiment Analysis & Topic Modeling with Amazon Reviews☆32Updated 8 years ago
- ☆21Updated 6 years ago
- This repository consists of predicting dynamic pricing, churn predictions using sales and marketing data for understanding users' behavio…☆71Updated 4 years ago
- Recommendation System to locate products in a fresh market using Apriori and ECLAT association rule algorithms☆30Updated 7 years ago
- ☆31Updated 7 months ago
- Repo that contains the supporting material for O'Reilly Webinar "An Intro to Predictive Modeling for Customer Lifetime Value"☆15Updated 7 years ago
- Unsupervised Clustering on Online Retail Dataset☆31Updated 5 years ago