{"product_id":"build-batch-data-pipelines-on-google-cloud","title":"Build Batch Data Pipelines on Google Cloud","description":"\u003cdiv\u003e\n\u003cp\u003eIn this intermediate course, you will learn to design, build, and optimize robust batch data pipelines on Google Cloud. Moving beyond fundamental data handling, you will explore large-scale data transformations and efficient workflow orchestration, essential for timely business intelligence and critical reporting.\u003c\/p\u003e\r\n\u003cp\u003eGet hands-on practice using Dataflow for Apache Beam and Serverless for Apache Spark (Dataproc Serverless) for implementation, and tackle crucial considerations for data quality, monitoring, and alerting to ensure pipeline reliability and operational excellence. A basic knowledge of data warehousing, ETL\/ELT, SQL, Python, and Google Cloud concepts is recommended.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eBuild Batch Data Pipelines on Google Cloud Benefits\u003c\/h3\u003e\n\u003cul\u003e\u003cli\u003e\n\u003cp\u003e\u003cb\u003eImportant Course Information:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eDetermine whether batch data pipelines are the correct choice for your business use case.\u003c\/li\u003e\n\u003cli\u003eDesign and build scalable batch data pipelines for high-volume ingestion and transformation.\u003c\/li\u003e\n\u003cli\u003eImplement data quality controls within batch pipelines to ensure data integrity.\u003c\/li\u003e\n\u003cli\u003eOrchestrate, manage, and monitor batch data pipeline workflows, implementing error handling and observability using logging and monitoring tools.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites:\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eBasic proficiency with Data Warehousing and ETL\/ELT concepts\u003c\/li\u003e\n\u003cli\u003eBasic proficiency in SQL\u003c\/li\u003e\n\u003cli\u003eBasic programming knowledge (Python recommended)\u003c\/li\u003e\n\u003cli\u003eFamiliarity with gcloud CLI and the Google Cloud console Familiarity with core Google Cloud concepts and services\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eBatch Data Pipelines on Cloud Course Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 1) When to choose batch data pipelines \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eYou will learn the critical role of a data engineer in developing and maintaining batch data pipelines, understand their core components and lifecycle, and analyze common challenges in batch data processing. You'll also identify key Google Cloud services that address these challenges.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 2) Design and build batch data pipelines\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eYou will design scalable batch data pipelines for high-volume data ingestion and transformation. You'll also optimize batch jobs for high throughput and cost-efficiency using various resource management and performance tuning techniques.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 3) Control data quality in batch data pipelines\u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eYou will develop data validation rules and cleansing logic to ensure data quality within batch pipelines. You'll also implement strategies for managing schema evolution and performing data deduplication in large datasets\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eModule 4) Orchestrate and monitor batch data pipelines \u003c\/b\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eYou will orchestrate complex batch data pipeline workflows for efficient scheduling and lineage tracking. You'll also implement robust error handling, monitoring, and observability for batch data pipelines.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"269C05US \/ 2026-09-08T09:00:00 \/ Online","offer_id":52729920029035,"sku":"US-1491-IL","price":806.0,"currency_code":"USD","in_stock":true},{"title":"26CA26US \/ 2026-12-07T09:00:00 \/ Online","offer_id":52729920061803,"sku":"US-1491-IL","price":806.0,"currency_code":"USD","in_stock":true},{"title":"273A19US \/ 2027-03-08T09:00:00 \/ Online","offer_id":52973819330923,"sku":"US-1491-IL","price":806.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/learningtreeinternationalnylife.myshopify.com\/products\/build-batch-data-pipelines-on-google-cloud","provider":"Learning Tree International","version":"1.0","type":"link"}