Spark
Explore recommended reads, summarized by AI
Data Engineering Platforms
Building and managing data pipelines, lakehouses, and engineering workflows using Spark-based platforms.
Data Lakehouse Architectures
Databricks Data Engineering
Spark on Google Cloud
Getting Started with Spark
Introductions to Apache Spark's architecture, core concepts, and how it processes large-scale data.
Spark Fundamentals and Architecture
Performance and Optimization
Techniques for improving Spark job performance, troubleshooting slow queries, and understanding execution strategies.
Spark Execution Internals
Spark Performance Optimization
Programming with Spark
Working with PySpark, SQL, and user-defined functions to manipulate and transform data.
PySpark Data Manipulation
SQL and UDFs in Spark
Streaming and Real-Time Data
Building real-time data pipelines with Spark Streaming, Kafka, and other streaming technologies.
