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中级
完成时间大约为8 小时
英语(English)
字幕:英语(English), 西班牙语(Spanish)
可分享的证书
完成后获得证书
100% 在线
立即开始,按照自己的计划学习。
可灵活调整截止日期
根据您的日程表重置截止日期。
中级
完成时间大约为8 小时
英语(English)
字幕:英语(English), 西班牙语(Spanish)

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Google 云端平台 徽标

Google 云端平台

教学大纲 - 您将从这门课程中学到什么

内容评分Thumbs Up87%(1,146 个评分)Info
1

1

完成时间为 7 分钟

Introduction

完成时间为 7 分钟
2 个视频 (总计 7 分钟)
2 个视频
Getting Started with Google Cloud and Qwiklabs4分钟
完成时间为 2 小时

Introduction to Data Engineering

完成时间为 2 小时
13 个视频 (总计 55 分钟)
13 个视频
Analyze data engineering challenges8分钟
Intro to BigQuery3分钟
Data Lakes and Data Warehouses5分钟
Demo: Federated Queries with BigQuery6分钟
Transactional Databases vs Data Warehouses4分钟
Partner effectively with other data teams6分钟
Manage data access and governance2分钟
Demo: Finding PII in your dataset with DLP API1分钟
Build production-ready pipelines2分钟
Review GCP customer case study3分钟
Recap1分钟
Lab Intro: Using BigQuery to do Analysis17
1 个练习
Introduction to Data Engineering30分钟
完成时间为 2 小时

Building a Data Lake

完成时间为 2 小时
10 个视频 (总计 58 分钟)
10 个视频
Data Storage and ETL options on GCP4分钟
Building a Data Lake using Cloud Storage10分钟
Demo: Optimizing cost with Google Cloud Storage classes and Cloud Functions7分钟
Securing Cloud Storage5分钟
Storing All Sorts of Data Types5分钟
Demo: Running federated queries on Parquet and ORC files in BigQuery4分钟
Storing Relational Data in the Cloud1分钟
Cloud SQL as a relational Data Lake7分钟
Lab: Loading Taxi Data into Cloud SQL27
1 个练习
Building a Data Lake4分钟
2

2

完成时间为 4 小时

Building a data warehouse

完成时间为 4 小时
17 个视频 (总计 93 分钟)
17 个视频
Intro to BigQuery1分钟
Demo: Querying TB of Data in seconds7分钟
Getting Started9分钟
Loading Data11分钟
Lab Intro: Loading Data into BigQuery21
Exploring Schemas24
Demo: Exploring Schemas10分钟
Schema Design3分钟
Nested and Repeated Fields8分钟
Demo: Nested and Repeated Fields15分钟
Lab Intro: Working with JSON and Array Data in BigQuery13
Optimizing with Partitioning and Clustering5分钟
Demo: Creating Partitioned Tables7分钟
Demo: Partitioning and Clustering6分钟
Preview: Transforming Batch and Streaming Data2分钟
Recap1分钟
1 个练习
Building a Data Warehouse4分钟
完成时间为 2 分钟

Summary

完成时间为 2 分钟
1 个视频 (总计 2 分钟)
1 个视频

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  • Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.

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