End-to-End Credit Risk ML Project and Data Analysis with BigQuery & TensorFlow

. In this project, we build an end-to-end credit risk machine learning pipeline using BigQuery and TensorFlow. Starting from data modeling and ingestion, we design a scalable data warehouse, perform feature engineering, and develop a classification model to predict loan default risk. The model generates risk scores to support automated and consistent lending decisions, reducing reliance on manual underwriting. Finally, we leverage advanced SQL in BigQuery to analyze credit behavior and extract actionable insights for business stakeholders. 🕒 00:00 – Project Overview & Business Problem Definition 🕒 05:31 – Data Modelling & ERD Design 🕒 10:57 – Data Ingestion into BigQuery 🕒 18:28 – Building a Prediction Model with TensorFlow 🕒 44:00 – Cohort Analysis with SQL in BigQuery 🕒 58:03 – Funnel Analysis with SQL in BigQuery https://github.com/M3hrdad-Dehghan/an...) ------------------------------------------------------------------- Also, you can find more videos like this in the playlists below: ✔️    • Applied Machine Learning Projects   ✔️    • Advanced SQL & Data Engineering Projects   ✔️    • Cloud Platforms & Data Science   ------------------------------------------------------------------- I'd be pleased if you see my profile: 🔶 https://github.com/M3hrdad-Dehghan 🔶   / mehrdad-dehghan