Build Real-Time Applications with Databricks Streaming - Fire Department Use Case
Offered By: Databricks via YouTube
Course Description
Overview
Explore a real-time application use case for a metropolitan fire department in this 30-minute presentation. Learn how to enhance an existing analytics architecture by implementing a real-time channel using Databricks, Spark Structured Streaming, Delta Lake, and Azure platform. Discover how to create an automatically updating dashboard that displays current equipment locations, personnel status, and active incidents on a map. Gain insights into architectural requirements, solution design, and implementation techniques for building a system that supports real-time decision-making for resource and equipment deployments. Follow along with a demonstration of the infrastructure setup and code implementation to understand how to leverage these technologies for creating efficient real-time data delivery channels.
Syllabus
Intro
Fire Department Architecture
Use Case
Dashboard
Data Source
Architectural Requirements
Solution Architecture
Demo
Infrastructure
Code
Demonstration
Outro
Taught by
Databricks
Related Courses
Conceptualizing the Processing Model for Azure Databricks ServicePluralsight Apache Spark for Data Engineering and Machine Learning
IBM via edX Microsoft Azure Data Fundamentals: Explore data analytics in Azure
Microsoft via Microsoft Learn Processing Streaming Data with Apache Spark on Databricks
Pluralsight Apache Spark Project for Beginners: A Complete Project Guide
Udemy