Automotive Finance

DataFunTalk

Oct 18, 2021 · Big Data

Building an Intelligent Data Warehouse at Yixin Group: A Big Data Platform Case Study

The article describes how Yixin Group’s product team created an in‑house intelligent data warehouse using Hadoop, Flink/Spark, and standardized data services to transform scattered automotive‑finance data into a secure, scalable platform that supports real‑time analytics and drives business growth.

Automotive FinanceBig DataData Engineering

0 likes · 10 min read

Building an Intelligent Data Warehouse at Yixin Group: A Big Data Platform Case Study

DataFunTalk

Jun 6, 2019 · Artificial Intelligence

Design and Machine Learning Practices for Automotive Finance Risk Control

This article outlines the end‑to‑end design of automotive finance risk‑control processes, discusses key data integrity and customer segmentation considerations, and details machine‑learning modeling practices—including logistic regression, decision trees, GBDT, XGBoost, LightGBM and CatBoost—along with an automated platform to streamline model development and deployment.

Automotive FinanceData IntegrityGBDT

0 likes · 17 min read

Design and Machine Learning Practices for Automotive Finance Risk Control