课程信息

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中级
完成时间大约为13 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13 小时
英语(English)
字幕:英语(English), 西班牙语(Spanish)

讲师

提供方

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

1

1

完成时间为 6 分钟

Introduction

完成时间为 6 分钟
2 个视频 (总计 6 分钟)
2 个视频
Getting Started with Google Cloud and Qwiklabs4分钟
完成时间为 1 小时

Introduction to Batch Data Pipelines

完成时间为 1 小时
5 个视频 (总计 18 分钟)
5 个视频
Quality considerations1分钟
How to carry out operations in BigQuery3分钟
Shortcomings3分钟
ETL to solve data quality issues4分钟
1 个练习
EL, ELT, ETL30分钟
完成时间为 2 小时

Executing Spark on Cloud Dataproc

完成时间为 2 小时
9 个视频 (总计 49 分钟)
9 个视频
Running Hadoop on Cloud Dataproc10分钟
GCS instead of HDFS6分钟
Optimizing Dataproc5分钟
Optimizing Dataproc Storage9分钟
Optimizing Dataproc Templates and Autoscaling4分钟
Optimizing Dataproc Monitoring3分钟
Lab Intro: Running Apache Spark jobs on Cloud Dataproc27
Summary31
1 个练习
Executing Spark on Cloud Dataproc4分钟
2

2

完成时间为 3 小时

Manage Data Pipelines with Cloud Data Fusion and Cloud Composer

完成时间为 3 小时
11 个视频 (总计 45 分钟)
11 个视频
Components of Data Fusion2分钟
Building a Pipeline6分钟
Exploring Data using Wrangler1分钟
Lab: Building and executing a pipeline graph in Cloud Data Fusion17
Orchestrating work between GCP services with Cloud Composer1分钟
Apache Airflow Environment1分钟
DAGs and Operators12分钟
Workflow scheduling6分钟
Monitoring and Logging4分钟
Lab: An Introduction to Cloud Composer12
1 个练习
Cloud Data Fusion and Cloud Composer30分钟
完成时间为 7 小时

Serverless Data Processing with Cloud Dataflow

完成时间为 7 小时
12 个视频 (总计 40 分钟)
12 个视频
Why customers value Dataflow3分钟
Building Cloud Dataflow Pipelines in code3分钟
Key considerations with designing pipelines2分钟
Transforming data with PTransforms3分钟
Lab: Building a Simple Dataflow Pipeline17
Aggregating with GroupByKey and Combine7分钟
Lab: MapReduce in Cloud Dataflow18
Side Inputs and Windows of data4分钟
Lab: Practicing Pipeline Side Inputs11
Creating and re-using Pipeline Templates3分钟
Cloud Dataflow SQL pipelines3分钟
1 个练习
Data Processing with Cloud Dataflow30分钟
完成时间为 4 分钟

Summary

完成时间为 4 分钟
1 个视频 (总计 4 分钟)
1 个视频

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常见问题

  • 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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