{"product_id":"learning-spark-lightning-fast-data-analytics-paperback","title":"Learning Spark: Lightning-Fast Data Analytics - Paperback","description":"\u003cp\u003eData 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. But how can you process such varied workloads efficiently? Enter Apache Spark. \u003c\/p\u003e\u003cp\u003e Updated to include Spark 3.0, this second edition shows data engineers and data scientists why structure and unification in Spark matters. Specifically, this book explains how to perform simple and complex data analytics and employ machine learning algorithms. Through step-by-step walk-throughs, code snippets, and notebooks, you ll be able to: \u003c\/p\u003e\u003cul\u003e \u003cli\u003eLearn Python, SQL, Scala, or Java high-level Structured APIs \u003c\/li\u003e\n\u003cli\u003eUnderstand Spark operations and SQL Engine \u003c\/li\u003e\n\u003cli\u003eInspect, tune, and debug Spark operations with Spark configurations and Spark UI \u003c\/li\u003e\n\u003cli\u003eConnect to data sources: JSON, Parquet, CSV, Avro, ORC, Hive, S3, or Kafka \u003c\/li\u003e\n\u003cli\u003ePerform analytics on batch and streaming data using Structured Streaming \u003c\/li\u003e\n\u003cli\u003eBuild reliable data pipelines with open source Delta Lake and Spark \u003c\/li\u003e\n\u003cli\u003eDevelop machine learning pipelines with MLlib and productionize models using MLflow \u003c\/li\u003e\n\u003c\/ul\u003e","brand":"O'Reilly Media","offers":[{"title":"Default Title","offer_id":46583357505692,"sku":"9781492050049","price":64.99,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0712\/7616\/7324\/files\/9781492050049.jpg?v=1774472497","url":"https:\/\/bronzeandbrass.store\/products\/learning-spark-lightning-fast-data-analytics-paperback","provider":"Bronze \u0026 Brass","version":"1.0","type":"link"}