Modern Data Engineering with Apache Spark: A Hands-On Guide for Building Mission-Critical Streaming Applications Haines Scott
Modern Data Engineering with Apache Spark: A Hands-On Guide for Building Mission-Critical Streaming Applications Haines Scott Leverage Apache Spark within a modern data engineering ecosystem. With…
Specifikacia Modern Data Engineering with Apache Spark: A Hands-On Guide for Building Mission-Critical Streaming Applications Haines Scott
Modern Data Engineering with Apache Spark: A Hands-On Guide for Building Mission-Critical Streaming Applications Haines Scott
Leverage Apache Spark within a modern data engineering ecosystem. With Apache Spark as the foundation, you will follow a step-by-step journey beginning with the basics of data ingestion, processing, and transformation, and ending up with an entire local data platform running Apache Spark, Apache Zeppelin, Apache Kafka, Redis, MySQL, Minio (S3), and Apache Airflow.Apache Spark applications solve a wide range of data problems from traditional data loading and processing to rich SQL-based analysis as well as complex machine learning workloads and even near real-time processing of streaming data. This hands-on guide will teach you how to write fully functional applications, follow industry best practices, and learn the rationale behind these decisions.
This book will teach you to write interactive Spark Spark fits well as a central foundation for any data engineering workload.