Learning Spark: Lightning-Fast Data Analytics Damji Jules S.
Learning Spark: Lightning-Fast Data Analytics Damji Jules S. Data is bigger, arrives faster, and comes in a variety of formats--and it all needs to be processed at scale for analytics or machine…
Specifikacia Learning Spark: Lightning-Fast Data Analytics Damji Jules S.
Learning Spark: Lightning-Fast Data Analytics Damji Jules S.
Data is bigger, arrives faster, and comes in a variety of formats--and it all needs to be processed at scale for analytics or machine learning. Enter Apache Spark.Updated to include Spark 3.0, this second edition shows data engineers and data scientists why structure and unification in Spark matters. But how can you process such varied workloads efficiently?
Through step-by-step walk-throughs, code snippets, and notebooks, you'll be able to:Learn Python, SQL, Scala, or Java high-level Structured APIs Understand Spark operations and SQL Engine Inspect, tune, and debug Spark operations with Spark configurations and Spark UI Connect to data sources: JSON, Parquet, CSV, Avro, ORC, Hive, S3, or Kafka Perform analytics on batch and Specifically, this book explains how to perform simple and complex data analytics and employ machine learning algorithms.
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