{"product_id":"build-data-lakes-and-data-warehouses-on-google-cloud","title":"Build Data Lakes and Warehouses on Google Cloud","description":"\u003cdiv\u003e\u003cp\u003eWhile the traditional approaches of using data lakes and data warehouses can be effective, they have shortcomings, particularly in large enterprise environments. This course introduces the concept of a data lakehouse and the Google Cloud products used to create one. A lakehouse architecture uses open-standard data sources and combines the best features of data lakes and data warehouses, which addresses many of their shortcomings.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eBuild Data Lakes and Warehouses 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\u003eDifferentiate between a data lake, data warehouse, data lakehouse\u003c\/li\u003e\n\u003cli\u003eExplain the data lakehouse concept and how it addresses the limitations of traditional data lakes and data warehouses\u003c\/li\u003e\n\u003cli\u003eIdentify various data sources that BigQuery can query\u003c\/li\u003e\n\u003cli\u003eRecognize the capabilities of using BigQuery to create and access AI models\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003ePrerequisites:\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eTo benefit from this course participants should have familiarity, training, or experience with the principles and activities associated with data engineering, data warehouse or data lake architecture, SQL query language, or data management principles.\u003c\/p\u003e\n\u003c\/li\u003e\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eGoogle Data Lakes and Warehouses Course Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eModule 01 \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eIntroduce the learner to the topics that will be covered in the course and the skills they will learn.\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 02\u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eThis module introduces the foundational concepts of data lakes and data warehouses, setting the stage for modern architectures on Google Cloud.\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 03 \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eThis module details the concept of a lakehouse and introduces the Google Cloud products most commonly used to build a modern data lakehouse using open-source formats.\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule  04 \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eThis module explores BigQuery as the cornerstone of a modern data warehouse and introduces BigLake for unifying access across the data lake and warehouse.\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 05 \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eThis module focuses on advanced architectural patterns for the lakehouse, including data processing, orchestration, and comprehensive data governance across BigQuery, Cloud Storage, and BigLake.\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 06 \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eThis module provides labs to deepen skills in the tools and technologies used by a lakehouse on Google Cloud and an overview of best practices, common mistakes, and future trends\u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eModule 07 \u003c\/b\u003e\u003c\/p\u003e\n\u003cp\u003eSummarize the architectural and operational capabilities of the BigQuery-centric data lakehouse, covering governance, advanced analytics, and machine learning\u003c\/p\u003e\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"269C06US \/ 2026-09-09T09:00:00 \/ Online","offer_id":53163014029678,"sku":"US-1492-IL","price":0.0,"currency_code":"USD","in_stock":true},{"title":"26CA27US \/ 2026-12-08T09:00:00 \/ Online","offer_id":53163014062446,"sku":"US-1492-IL","price":0.0,"currency_code":"USD","in_stock":true},{"title":"273A20US \/ 2027-03-09T09:00:00 \/ Online","offer_id":53393671848302,"sku":"US-1492-IL","price":0.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/learningtreeinternationalsita.myshopify.com\/products\/build-data-lakes-and-data-warehouses-on-google-cloud","provider":"SITA Training","version":"1.0","type":"link"}