In this video tutorial, we will learn how to build a simple Databricks App that combines a Dash web interface and a Flask REST API inside your Databricks workspace. We will connect to the Databricks SQL Warehouse, query the NYC Taxi dataset, and create an interactive dashboard to explore trip data. The tutorial also covers adding a basic fare prediction form, creating API endpoints for trips and stats, and enabling optional API key authentication for secure access. By the end of this session, you will understand how to: 1. Run SQL queries from Databricks Apps 2. Build a Dash-based UI for data visualization 3. Expose REST APIs using Flask 4. Deploy and run your app directly within Databricks This tutorial is ideal for data professionals who want to quickly build and share interactive data apps in Databricks without managing any external infrastructure. 📁 GitHub Repository 🔗 GitHub Link — Databricks Apps Build API in Databricks Databricks apps tutorial Flask API Databricks Create Databricks web app Databricks Web App Dash Flask Databricks #DatabricksApps #BuildAPIinDatabricks #DatabricksAppsTutorial #FlaskAPIDatabricks #CreateDatabricksWebApp #DatabricksWebApp #DashAppinDatabricks 🔔 Stay Connected 💻 Subscribe for more tutorials on Databricks, AI, and Data Engineering 📧 For collabs or project queries:datatechdemo2@ 👍 Like • 💬 Comment • 🔁 Share to help others discover Databricks Apps