basket-analysis

Machine Learning Predictor for NBA games that takes into account player stats, team stats.

Basket Analysis

NBA Shots visualization

🚄东方快车，🚄一带一路。分析财务产品盈亏报告、购物篮分析 https://gitee.com/englianhu

A pipeline for market basket analysis aimed at identifying product associations to optimize retail promotions and bundle deals using SQLite, mlxtend & D3.js

Basket-Sensitive Recommender System & Factorization Machines for grocery shopping based on hybrid random walk models.

Personal project in which I analyse the data of an E-Commerce business.

Package for automating clustering (pipeline).

Undergraduate Project - Association Rule (Basket) Analysis on 'Groceries' Data

Applied association rule mining to retail transactions to discover frequently co-purchased items and uncover cross-selling opportunities.

Built a Gradient Boosting decision tree (LightGBM) Model to predict the customers next cart item using the customer’s previous purchase history.

Define/record plays for Basket-Ball

market basket analysis implemented in R based on data from retail shops.

A Tableau dashboard project built from an analysis-ready SQL dataset to explore Indonesia e-commerce sales. Includes interactive visualizations, calculated fields, parameters, dashboard actions, and the complete build process from worksheet to dashboard.

Machine Learning examples using basket analysis algorithm

A personal finance tool that ingests Portuguese supermarket receipts (PDF), parses every line item with an LLM, stores vectors in PostgreSQL, and lets you explore your spending through an analytics dashboard and a RAG chat interface

Data Mining and Machine learnining project to help prescribe the best lenses to a patient based on a variety of parameters, and classify mushrooms and edible or not. Also the extraction of data of an E-Commerce group.

This repository contains my code for a basket analysis study.

Practicum 100 project: analyze the store's product range and identify patterns that could be used in marketing strategy for boosting profit and customer satisfaction