10最好的Google Cloud 专业数据工程师教程推荐

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特写 iPhone，显示 Udemy 应用程序和带笔记本的笔记本电脑有数以千计的在线课程和课程可以帮助您提高 Google Cloud 专业数据工程师 技能并获得 Google Cloud 专业数据工程师 证书。

在这篇博客文章中，我们的专家汇总了 10 个精选列表 最好的 Google Cloud 专业数据工程师 课程, 现在在线提供的教程、培训计划、课程和认证。

我们只包括那些符合我们高质量标准的课程。我们花了很多时间和精力来为您收集这些。这些课程适合所有级别的初学者、中级学习者和专家。

以下是这些课程以及它们为您提供的内容！

10最好的Google Cloud 专业数据工程师教程推荐

课程名 在校生（人数） 评论（计数）
1. Google Cloud Professional Data Engineer: Get Certified 2022 我们的最佳选择 48100+ 2776+
2. GCP: Complete Google Data Engineer and Cloud Architect Guide 47796+ 6947+
3. Google Cloud Professional Data Engineer Course [2019 Update] 9612+ 1903+
4. GCP – Google Cloud Professional Data Engineer Certification 6308+ 786+
5. An Introduction to Google Cloud Platform for Data Engineers 6291+ 1151+
6. Google Cloud Professional Data Engineer – Practice Test 2021 5140+ 53+
7. Google Cloud Professional Data Engineer Practice Tests 1487+ 125+
8. Hands on Google cloud platform(GCP) – Data Engineer 938+ 192+
9. Serverless Data Analysis with Big Query on Google’s Cloud 772+ 124+
10. Ultimate GCP Professional Data Engineer Practice Test 2021 334+ 45+

1. Google Cloud Professional Data Engineer: Get Certified 2022 经过 Dan Sullivan Udemy课程 我们的最佳选择

“Build scalable, reliable data pipelines, databases, and machine learning applications.”

截至目前，超过 48100+ 人们已经注册了这门课程，而且已经结束了 2776+ 评论.

课程内容
Introduction
Cloud Storage for Data Engineering
Relational Databases – Cloud SQL
Relational Databases – Cloud Spanner
NoSQL Databases: Cloud Firestore
NoSQL Databases: Bigtable
Analytical Databases: BigQuery Data Management
Migrating a Data Warehouse
Caching Data and Cloud Memorystore
Workflows and ETL/ELT
Cloud Pub/Sub and Data Pipelines
Cloud Dataflow and Data Pipelines
Cloud Dataproc and Data Pipelines
Special Considerations in Distributed Systems
Monitoring and Logging
Security and Compliance
Introduction to Machine Learning
Building ML Models
Deploying and Monitoring ML Models
Analytical Databases: BigQuery ML
Conclusion
Practice Exam

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2. GCP: Complete Google Data Engineer and Cloud Architect Guide 经过 Loony Corn Udemy课程

“The Google Cloud for ML with TensorFlow, Big Data with Managed Hadoop”

截至目前，超过 47796+ 人们已经注册了这门课程，而且已经结束了 6947+ 评论.

课程内容
“You, This Course and Us
Introduction
Compute
Storage
Cloud SQL, Cloud Spanner ~ OLTP ~ RDBMS
Hadoop Pre-reqs and Context
BigTable ~ HBase = Columnar Store
Datastore ~ Document Database
BigQuery ~ Hive ~ OLAP
Dataflow ~ Apache Beam
Dataproc ~ Managed Hadoop
Pub/Sub for Streaming
Datalab ~ Jupyter
TensorFlow and Machine Learning
Regression in TensorFlow
Vision, Translate, NLP and Speech: Trained ML APIs
Virtual Machines and Images
VPCs and Interconnecting Networks
Managed Instance Groups and Load Balancing
Ops and Security
Appendix: Hadoop Ecosystem”

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3. Google Cloud Professional Data Engineer Course [2019 Update] 经过 Samuel Lee Udemy课程

Take this course to prepare for the GCP Data Engineers Exam. Updated to reflect latest exam content.

截至目前，超过 9612+ 人们已经注册了这门课程，而且已经结束了 1903+ 评论.

课程内容
GCP Introduction
Cloud Compute Engine
IAM & Billing
GCP Storage Solutions
Cloud BigQuery
Cloud Datalab
Cloud Datastudio
Cloud Pub/Sub
Hadoop & Cloud Dataproc
Cloud Dataflow
Cloud Dataprep
Tensorflow & AI Products
Machine Learning Solutions
Cloud Composer
Migrating to GCP
Security on GCP
Stackdriver
Case Study
Practical Challenge

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4. GCP – Google Cloud Professional Data Engineer Certification 经过 “Ankit Mistry, GCP Certification – Google Cloud Academy | Associate Cloud & Professional Engineer Certifications” Udemy课程

“Learn Google Cloud Professional Data Engineer Certification with 80+ Hands-on demo on storage, Database, ML GCP Services”

截至目前，超过 6308+ 人们已经注册了这门课程，而且已经结束了 786+ 评论.

课程内容
Introduction
Data Engineering Concepts
GCP Fundamental
GCP Basic Services
——————– Storage Product ——————–
Google Cloud Storage
Data Transfer Services
Cloud Block Storage & File Store
Database concepts
——————– GCP Database Products ——————–
Google Cloud SQL
Google Cloud Spanner
Semi-structure Data Storage – NoSQL
Cloud Firestore & Datastore
Cloud MemoryStore
Cloud Bigtable
——————– Data Processing Product & Exploration ——————–
Google BigQuery
Google Cloud PubSub
Cloud DataFlow
Cloud DataProc
Cloud Data Fusion
Cloud Composer – Apache Airflow
DLP – Data Loss Prevention API
Data Catalog
——————– Data Analysis & ML Section ——————–
Machine learning Basics
Data Preparation with DataPrep
ML APIs : Pre-Built Model
Auto Machine Learning
Custom machine Learning
BigQuery ML
Google Datastudio
Thank You
—— Apache Beam course ——-
Introduction Section on Apache Beam
Data Pipeline with Apache Beam
Different Apache Beam Transformation & IO
Aggregation Function
—— Google Cloud BigQuery Course ——-
Setup & Console Tour
Bigquery – SQL Query
Working with our Dataset and tables
Working with Partition Table & Clustering
Interacting with BigQuery from Python
Thank You

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5. An Introduction to Google Cloud Platform for Data Engineers 经过 Mike West Udemy课程

The First Course in a Series for Attaining the Google Certified Data Engineer

截至目前，超过 6291+ 人们已经注册了这门课程，而且已经结束了 1151+ 评论.

课程内容
Introduction
Setting Up Shop
Compute Services
Google Cloud Storage
CloudSQL Overview
The Data Section
Python on Google Cloud Platform

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6. Google Cloud Professional Data Engineer – Practice Test 2021 经过 Abhishek Gupta Udemy课程

PDE 150+ new Questions for Google Certified Professional Data Engineer Exam 2021 July | 900+Score in Certification Exam

截至目前，超过 5140+ 人们已经注册了这门课程，而且已经结束了 53+ 评论.

课程内容
Practice Tests

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7. Google Cloud Professional Data Engineer Practice Tests 经过 Dan Sullivan Udemy课程

Pass the Google Cloud Professional Data Engineer Exam

截至目前，超过 1487+ 人们已经注册了这门课程，而且已经结束了 125+ 评论.

课程内容
Practice Tests

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8. Hands on Google cloud platform(GCP) – Data Engineer 经过 Notez (Rent a Mind) Udemy课程

Data Engineer Certification

截至目前，超过 938+ 人们已经注册了这门课程，而且已经结束了 192+ 评论.

课程内容
Introduction
Dive into practicals
The Mighty ‘HADOOP’
Cloud compute engine
Let’s Explore Storage
Big Table- columnar store
Cloud Datalab
PUB/SUB
Dataflow
BigQuery
Machine Learning & Tensorflow
Add on: operations & security

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9. Serverless Data Analysis with Big Query on Google’s Cloud 经过 Mike West Udemy课程

The Third Course in a Series for Attaining the Google Certified Data Engineer

截至目前，超过 772+ 人们已经注册了这门课程，而且已经结束了 124+ 评论.

课程内容
Introduction
BigQuery Overivew
BigQuery Basics
Queries on BigQuery
Advanced Features

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10. Ultimate GCP Professional Data Engineer Practice Test 2021 经过 Cloud Excellence Academy Udemy课程

300 questions | 5 Practice Exam for Preparations with Detail Explanation and Reference link. Guaranteed Results

截至目前，超过 334+ 人们已经注册了这门课程，而且已经结束了 45+ 评论.

课程内容
Practice Tests

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下面是一些关于学习的常见问题Google Cloud 专业数据工程师

学习Google Cloud 专业数据工程师需要多长时间？

“学习Google Cloud 专业数据工程师需要多长时间”这个问题的答案是。 . .这取决于。每个人都有不同的需求，每个人都在不同的场景下工作，所以一个人的答案可能与另一个人的答案完全不同。

考虑这些问题：你想学习 Google Cloud 专业数据工程师 是为了什么？你的出发点在哪里？您是初学者还是有使用 Google Cloud 专业数据工程师 的经验？你能练习多少？每天1小时？每周40小时？ 查看本课程关于 Google Cloud 专业数据工程师.

Google Cloud 专业数据工程师 学起来容易还是难？

不，学习 Google Cloud 专业数据工程师 对大多数人来说并不难。检查这个 关于如何学习的课程 Google Cloud 专业数据工程师 立刻！

如何快速学习Google Cloud 专业数据工程师？

学习 Google Cloud 专业数据工程师 最快的方法是先得到这个 Google Cloud 专业数据工程师 课程, 然后尽可能练习你学到的任何东西。即使每天只有 15 分钟的练习。一致性是关键.

在哪里学习 Google Cloud 专业数据工程师？

如果您想探索和学习 Google Cloud 专业数据工程师，那么 Udemy 为您提供了学习 Google Cloud 专业数据工程师 的最佳平台。查看此 关于如何学习的课程 Google Cloud 专业数据工程师 立刻！

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