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Build Data Lakes and Data Warehouses on Google Cloud

中级技能水平
更新时间 2026年5月
Build modern data lakehouses on Google Cloud using BigQuery, Cloud Storage, Apache Iceberg, BigLake, federated queries, and data governance tools.
免费开始课程
Google CloudCloud
3 小时 48 分钟
52 练习
2,800 经验值
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课程描述

Learn to build modern data lakehouses on Google Cloud. This course covers data lake and data warehouse architectures, the lakehouse approach with Cloud Storage and BigQuery, Apache Iceberg open table format, BigLake, federated queries, partitioning, clustering, data governance, and machine learning on the lakehouse.

先决条件

本课程无先修要求
1

Course introduction

Introduce the learner to the topics that will be covered in the course and the skills they will learn.
开始章节
2

Introduction to Modern Data Engineering on Google Cloud

This module introduces the foundational concepts of data lakes and data warehouses, setting the stage for modern architectures on Google Cloud.
开始章节
6

Labs and Best Practices

This 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
开始章节
7

Course Summary

Summarize the architectural and operational capabilities of the BigQuery-centric data lakehouse, covering governance, advanced analytics, and machine learning
开始章节
Build Data Lakes and Data Warehouses on Google Cloud
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