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Consumer Finance
1.Loan Acceptance - Classification and time-series analysis for loan acceptance.
2.Predict Loan Repayment - Predict whether a loan will be repaid using automated feature engineering.
3.Loan Eligibility Ranking - System to help the banks check if a customer is eligible for a given loan.
4.Mortgage Analytics - Extensive mortgage loan analytics.
5.Credit Approval - A system for credit card approval.
6.Stack Prediction models - 股票预测模型
Management and Operation
1.Credit Card - Estimate the CLV of credit card customers.
2.Survival Analysis - Perform a survival analysis of customers.
3.Next Transaction - Deep learning model to predict the transaction amount and days to next transaction.
4.Credit Card Churn - Predicting credit card customer churn.
5.Bank of England Minutes - Textual analysis over bank minutes.
Valuation
1.Zillow Prediction - Zillow valuation prediction as performed on Kaggle.
2.Real Estate - Predicting real estate prices from the urban environment.
3.Used Car - Used vehicle price prediction.
Fraud
1.XGBoost - Fraud Detection by tuning XGBoost hyper-parameters with Simulated Annealing
2.AML Finance Due Diligence - Search news articles to do finance AML DD.
3.Credit Card Fraud - Detecting credit card fraud.
Insurance and Risk
1.Car Damage Detective - Assessing car damage with convolution neural networks for a personal auto claims.
2.Medical Insurance Claims - Predicting medical ×××urance claims.
3.Claim Denial - Predicting ×××urance claim denial.
4.Claim Fraud - Predictive models to determine which automobile claims are fraudulent.
5.Claims Anomalies - Anomaly detection system for medical ×××urance claims data.
Physical
1.Bank Note Fraud Detection - Bank Note Authentication Using DNN Tensorflow Classifier and RandomForest.
2.ATM Surveillance - ATM Surveillance in banks use case.
Biometrics
1.Keystroke Dynamics - Biometrics on Keystroke Dynamics
2.kss - Security via keystroke biometrics
3.fingerprint biometrics - fingerprint recognition, etc.
4.Fingerprint-Classification-System - Biometric recognition system using fingerprint images for Verification and Authentication
5.DNN-Face-Recognition-Papers - awesome deep learning papers for face recognition
6.kaldi - 当下十分流行的语音识别工具包，也包括声纹识别：覆盖了主流的声纹识别算法，如I-vector 、x-vector等
转载于:https://blog.51cto.com/5249302/2409599