{"product_id":"data-integration-with-cloud-data-fusion","title":"Data Integration with Cloud Data Fusion","description":"\u003cdiv\u003e\u003cp\u003eThis 2-day course introduces learners to Google Cloud’s data integration capability using Cloud Data Fusion. In this course, we discuss challenges with data integration and the need for a data integration platform (middleware). We then discuss how Cloud Data Fusion can help to effectively integrate data from a variety of sources and formats and generate insights. We take a look at Cloud Data Fusion’s main components and how they work, how to process batch data and real time streaming data with visual pipeline design, rich tracking of metadata and data lineage, and how to deploy data pipelines on various execution engines.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eData Integration with Cloud Data Fusion 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\u003eIdentify the need of data integration,\u003c\/li\u003e\n\u003cli\u003eUnderstand the capabilities Cloud Data Fusion provides as a data integration platform,\u003c\/li\u003e\n\u003cli\u003eIdentify use cases for possible implementation with Cloud Data Fusion,\u003c\/li\u003e\n\u003cli\u003e List the core components of Cloud Data Fusion,\u003c\/li\u003e\n\u003cli\u003eDesign and execute batch and real time data processing pipelines,\u003c\/li\u003e\n\u003cli\u003eWork with Wrangler to build data transformations\u003c\/li\u003e\n\u003cli\u003eUse connectors to integrate data from various sources and formats,\u003c\/li\u003e\n\u003cli\u003eConfigure execution environment; Monitor and Troubleshoot pipeline execution,\u003c\/li\u003e\n\u003cli\u003eUnderstand the relationship between metadata and data lineage.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites:\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eTo get the most out of this course, participants are encouraged to have completed “Introduction to Data Engineering”\u003cb\u003e\u003c\/b\u003e\u003c\/p\u003e\n\u003c\/li\u003e\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eData Integration with Google Cloud Data Fusion Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003eModule 1) Introduction to data integration and Cloud Data Fusion  \u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand the need for data integration,\u003c\/li\u003e\n\u003cli\u003eList the situations\/cases where data integration can help businesses,\u003c\/li\u003e\n\u003cli\u003eList the available data integration platforms and tools,\u003c\/li\u003e\n\u003cli\u003eIdentify the challenges with data integration\u003c\/li\u003e\n\u003cli\u003eUnderstand the use of Cloud Data Fusion as a data integration platform\u003c\/li\u003e\n\u003cli\u003eCreate a Cloud Data Fusion instance,\u003c\/li\u003e\n\u003cli\u003eFamiliarize with core framework and major components in Cloud Data Fusion\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 2) Building Pipelines\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand Cloud Data Fusion architecture\u003c\/li\u003e\n\u003cli\u003eDefine what a data pipeline is\u003c\/li\u003e\n\u003cli\u003eUnderstand the DAG representation of a data pipeline,\u003c\/li\u003e\n\u003cli\u003eLearn to use Pipeline Studio and its components\u003c\/li\u003e\n\u003cli\u003eDesign a simple pipeline using Pipeline Studio,\u003c\/li\u003e\n\u003cli\u003eDeploy and execute a pipeline\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 3) Designing complex pipelines\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003ePerform branching, merging, and join operations.\u003c\/li\u003e\n\u003cli\u003eExecute pipeline with runtime arguments using macros.\u003c\/li\u003e\n\u003cli\u003eWork with error handlers.\u003c\/li\u003e\n\u003cli\u003eExecute pre- and post-pipeline executions with help of actions and notifications.\u003c\/li\u003e\n\u003cli\u003eSchedule pipelines for execution.\u003c\/li\u003e\n\u003cli\u003eImport and export existing pipelines.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 4) Pipeline execution environment\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand the composition of an execution environment.\u003c\/li\u003e\n\u003cli\u003eConfigure your pipeline’s execution environment, logging, and metrics.\u003c\/li\u003e\n\u003cli\u003eUnderstand concepts like compute profile and provisioner.\u003c\/li\u003e\n\u003cli\u003eCreate a compute profile.\u003c\/li\u003e\n\u003cli\u003eCreate pipeline alerts.\u003c\/li\u003e\n\u003cli\u003eMonitor the pipeline under execution.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 5) Building Transformations and Preparing Data with Wrangler\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eUnderstand the use of Wrangler and its main components.\u003c\/li\u003e\n\u003cli\u003eTransform data using Wrangler UI.\u003c\/li\u003e\n\u003cli\u003eTransform data using directives\/CLI methods.\u003c\/li\u003e\n\u003cli\u003eCreate and use user-defined directives.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 6) Connectors and streaming pipelines\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eConnectors\u003c\/li\u003e\n\u003cli\u003eDLP\u003c\/li\u003e\n\u003cli\u003eReference architecture for streaming applications Building streaming pipelines\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003eModule 7) Metadata and data lineage\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eList types of metadata.\u003c\/li\u003e\n\u003cli\u003eDifferentiate between business, technical, and operational metadata.\u003c\/li\u003e\n\u003cli\u003eUnderstand what data lineage is. Understand the importance of maintaining data lineage.\u003c\/li\u003e\n\u003cli\u003eDifferentiate between metadata and data lineage\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"267D57US \/ 2026-07-20T09:00:00 \/ Herndon, VA","offer_id":48071693664426,"sku":"US-1493-IL","price":2050.0,"currency_code":"USD","in_stock":true},{"title":"268B04CN \/ 2026-08-31T09:00:00 \/ Ottawa","offer_id":48071693697194,"sku":"US-1493-IL","price":2050.0,"currency_code":"USD","in_stock":true},{"title":"26AC22US \/ 2026-10-19T09:00:00 \/ Herndon, VA","offer_id":48071693729962,"sku":"US-1493-IL","price":2050.0,"currency_code":"USD","in_stock":true},{"title":"26BA61CN \/ 2026-11-30T09:00:00 \/ Ottawa","offer_id":48071693762730,"sku":"US-1493-IL","price":2050.0,"currency_code":"USD","in_stock":true},{"title":"271C66US \/ 2027-01-19T09:00:00 \/ Herndon, VA","offer_id":48071693795498,"sku":"US-1493-IL","price":2050.0,"currency_code":"USD","in_stock":true},{"title":"273A60CN \/ 2027-03-01T09:00:00 \/ Ottawa","offer_id":48071693828266,"sku":"US-1493-IL","price":2050.0,"currency_code":"USD","in_stock":true},{"title":"274C19US \/ 2027-04-19T09:00:00 \/ Herndon, VA","offer_id":48225926971562,"sku":"US-1493-IL","price":2050.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/learningtreeinternational-wmata.myshopify.com\/products\/data-integration-with-cloud-data-fusion","provider":"Learning Tree International","version":"1.0","type":"link"}