# Spark Structured Streaming Day 2 Lab

> Explore the practical application of Spark Structured Streaming in this lab session, focusing on real-time data ingestion from Kafka to Databricks. Participants will learn how to set up a streaming pipeline, create bronze, silver, and gold tables, and utilize JSON schemas for data transformation. T…

- Web page: https://www.dataexpert.io/lesson/spark-structured-streaming-day-2-lab-jan2025
- Program: [2025 New Year  Data Engineering Boot Camp starting January 6th](https://www.dataexpert.io/program/2025-new-year-data-engineering-boot-camp-starting-january-6th)
- Access: Requires enrollment in 2025 New Year  Data Engineering Boot Camp starting January 6th
- Length: 30 min video
- Skills: ETL/ELT, Apache Spark, Databricks, Kafka
- Academy: DataExpert.io Academy

## About this lesson

Explore the practical application of Spark Structured Streaming in this lab session, focusing on real-time data ingestion from Kafka to Databricks. Participants will learn how to set up a streaming pipeline, create bronze, silver, and gold tables, and utilize JSON schemas for data transformation. This lesson is ideal for data engineers and analysts looking to enhance their skills in building data pipelines and dashboards for insightful decision-making.

## Navigation

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