Real-world Applications

This tutorial explores real-world applications of Apache Spark.

ETL Processing Workflows

Extract, Transform, Load (ETL)

Spark is commonly used for ETL processing.

Data Lake Architecture with Spark

Building a Data Lake

Spark can be used to build a data lake.

Implementing Data Pipelines

Data Pipeline Components

Spark can be used to implement data pipelines.

Real-time Analytics Applications

Real-time Data Processing

Spark Streaming enables real-time analytics.

Recommendation Systems

Building a Recommendation Engine

Spark can be used to build recommendation systems.

Anomaly Detection

Detecting Anomalies

Spark can be used for anomaly detection.

Building a Complete Data Processing System

Components of a Data Processing System

Spark can be used as a core component of a complete