Bank Deposit Prediction ML Frameworks

End-to-end ML projects predicting bank term deposit subscriptions and customer campaign responses using classification models. Does NOT include general banking apps, customer churn prediction, or other financial prediction tasks outside deposit/subscription contexts.

There are 25 bank deposit prediction frameworks tracked. The highest-rated is Bharat-Reddy/Bank-Marketing-Analysis at 40/100 with 21 stars.

Get all 25 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	Bharat-Reddy/Bank-Marketing-Analysis The data is related with direct marketing campaigns (phone calls) of a...	40	Emerging	21	Jupyter Notebook
2	thebitanpaul/Bankpartner-android-app-java A Machine Learning based dynamic app that helps the bank authority to...	30	Emerging	2	Java
3	anmolg1997/Lead-Scoring Logistic regression model that assigns lead scores (0-100) to predict...	30	Emerging	1	Jupyter Notebook
4	G0rav/Marketing_Strategy_using_Decision_Trees Give a Marketing strategy to bank using dataset available on kaggle.	23	Experimental	3	Jupyter Notebook
5	ashutosh-ranjan2611/DSI-Cohort8-ML-2 Predicting bank term deposit subscribers on UCI Bank Marketing data (41K rows).	22	Experimental	—	Jupyter Notebook
6	swayamjaiswal7/Bank-Term-Deposit-Classify Campaign Analysis through ML models	21	Experimental	1	Python
7	yousefelsonbaty/MLBankMarketingPrediction MATLAB was used to compare different machine learning techniques to a...	21	Experimental	—	MATLAB
8	gublit/TD-Predictor This repository contains a Streamlit web application for predicting term...	21	Experimental	—	Python
9	Mindinventory/Bank-Marketing-Data-Visualisation This repository contains Python code for visualizing the Bank Marketing...	19	Experimental	33	Jupyter Notebook
10	Gabriel2002Can/banking-market-model Machine learning model to predict customer subscription for banking...	17	Experimental	1	Jupyter Notebook
11	VRJ1718/Bank-Marketing-ML-Analysis A machine learning project that analyzes bank marketing campaigns and...	15	Experimental	2	Jupyter Notebook
12	karanparekh14/Lead-Score-Case-Study Logistic regression model to score and prioritize sales leads by conversion...	15	Experimental	—	Jupyter Notebook
13	Shivaay8055/Bank-Marketing-Data Los datos se relacionan con campañas de marketing directo (llamadas...	14	Experimental	—	—
14	freemonmonoclinous387/Bank-Marketing-Campaign-Analysis Analyze bank marketing data to identify high-value customers and improve...	14	Experimental	—	Jupyter Notebook
15	macsiwase/fintech-term-deposit-marketing Machine Learning solutions for a fintech. Improving the success rate of term deposits	14	Experimental	—	Python
16	Arnav-Ajay/term-deposit-subscription-prediction Machine learning pipeline for pre-call customer ranking achieving 3.66× lift...	14	Experimental	—	Jupyter Notebook
17	palaadarsh31/bank-term-deposit-prediction Bank Term Deposit Prediction - End-to-end ML pipeline with SMOTE, XGBoost,...	14	Experimental	—	Python
18	M-Hamid-Hussain/DevelopersHub-TermDeposit-Prediction Machine Learning project to predict whether a bank customer will subscribe...	14	Experimental	—	Jupyter Notebook
19	evaberezovska/bank-marketing-ml-predictor Machine learning project predicting customer subscriptions to fixed-term...	13	Experimental	—	HTML
20	alfredaburgess-AI/Senior-Living-Lead-Propensity-Analysis AI-driven lead prioritization engine for Senior Living. Uses NLP to process...	13	Experimental	—	Jupyter Notebook
21	busradeveci/bank-customer-response-prediction This project was developed during the “Introduction to Machine Learning”...	12	Experimental	3	Jupyter Notebook
22	Papagiannopoulos/Santander_Customer_Transaction_Prediction Second most popular Kaggle competition (closed) where i scored in the top 8%...	12	Experimental	2	R
23	HaiHuynh206/Lead_scoring_model In this project, I leverage machine learning models including Logistic...	12	Experimental	7	Jupyter Notebook
24	vivekanandhan1589-cpu/Portuguese-Bank-Marketing-Project Machine Learning project to predict term deposit subscription using Random...	11	Experimental	—	Jupyter Notebook
25	HrMav/Bank-Deposit-Machine-Learning-R Banking Data Unleashed: Advanced Analytics for Deposit Market Strategies	11	Experimental	—	—