🚀 Databricks End-To-End Project 2025 | Zero-To-Hero In this hands-on series, we build a smart car insurance project from scratch using Databricks. Step by step, you’ll learn: 1) Streaming & CDC ingestion with LakeFlow & Auto Loader 2) Building a medallion architecture with quality checks 3) Training & serving ML models with MLflow + Unity Catalog 4) Creating dashboards & apps with Genie and Databricks Apps By the end, you’ll have a complete zero-to-hero blueprint for real-world data & ML projects on Databricks. 📚 Resources: 🔗 Connect With Me on LinkedIn: ⌛ Timestamps 0:00 – Intro, Use Case & Demo 8:00 – Ingesting Streaming Data 22:17 – Ingesting SQL Server 37:02 – Ingesting Object Storage with Autoloader 53:59 - SIlver and Gold Transformations 01:20:23 - Machine Learning Computer Vision 01:43:38 - Data Consumption











