{"product_id":"aprenda-apache-spark-construa-pipelines-escalaveis-com-pyspark-e-otimizacao-9798289569998","title":"Aprenda Apache Spark: Construa Pipelines Escaláveis com PySpark e Otimização","description":"\u003cp\u003e • Author(s): Studiod21 Smart Tech Content | Diego Rodrigues\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Database Administration \u0026amp; Management\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eAPRENDA APACHE SPARK C\u003ci\u003eonstrua Pipelines Escal�veis com PySpark e Otimiza��o\u003c\/i\u003e\u003c\/p\u003e\u003cp\u003eEste livro � indicado para estudantes, desenvolvedores, engenheiros de dados, cientistas de dados e profissionais de tecnologia que buscam dominar Apache Spark na pr�tica, em ambientes corporativos, cloud p�blica e integra��es modernas. Voc� aprender� a construir pipelines escal�veis para processamento de dados em larga escala, orquestrando workloads distribu�das com AWS EMR, Databricks, Azure Synapse e Google Cloud Dataproc. O conte�do abrange integra��o com Hadoop, Hive, Kafka, SQL, Delta Lake, MongoDB e Python, al�m de t�cnicas avan�adas de tuning, otimiza��o de jobs, an�lise em tempo real, machine learning com MLlib e automa��o de workflows. Inclui: \u003c\/p\u003e\u003cp\u003e- Implementa��o de pipelines ETL e ELT com Spark SQL e DataFrames\u003c\/p\u003e\u003cp\u003e- Processamento de dados em streaming e integra��o com Kafka e AWS Kinesis\u003c\/p\u003e\u003cp\u003e- Otimiza��o de jobs distribu�dos, tuning de performance e uso de Spark UI\u003c\/p\u003e\u003cp\u003e- Integra��o de Spark com S3, Data Lake, NoSQL e bancos relacionais\u003c\/p\u003e\u003cp\u003e- Deploy em clusters gerenciados na AWS, Azure e Google Cloud\u003c\/p\u003e\u003cp\u003e- Machine Learning aplicado com MLlib, Delta Lake e Databricks\u003c\/p\u003e\u003cp\u003e- Automa��o de rotinas, monitoramento e escalabilidade para Big Data\u003c\/p\u003e\u003cp\u003eAo final, voc� dominar� Apache Spark como solu��o profissional para an�lise de dados, automa��o de processos e machine learning em ambientes complexos e de alta performance.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eapache spark, big data, pipelines, processamento distribu�do, aws emr, databricks, streaming, etl, machine learning, integra��o cloud\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46335017451671,"sku":"9798289569998","price":1305.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798289569998.webp?v=1768673789","url":"https:\/\/atlanticbooks.com\/products\/aprenda-apache-spark-construa-pipelines-escalaveis-com-pyspark-e-otimizacao-9798289569998","provider":"Atlantic Books","version":"1.0","type":"link"}