10最好的ETL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 ETL 技能并获得 ETL 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 ETL 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ETL教程推荐

课程名 在校生（人数） 评论（计数）
1. Data Manipulation in Python: A Pandas Crash Course 我们的最佳选择 36672+ 1496+
2. ETL Testing: From Beginner to Expert 10986+ 1941+
3. Learn ETL Testing With Informatica PowerCenter Today 6129+ 836+
4. Apache NiFi Complete Master Course – HDP – Automation ETL 4194+ 743+
5. SQL/ETL Developer – T-SQL/Stored Procedures/ETL/SSIS 4015+ 213+
6. ETL Framework for Data Warehouse Environments 3768+ 576+
7. Writing production-ready ETL pipelines in Python / Pandas 3219+ 401+
8. Learn to master ETL data integration with Pentaho kettle PDI 2063+ 223+
9. Data integration (ETL) with Talend Open Studio 1109+ 320+
10. Talend : ETL Data Integration Guide with Talend Open Studio 873+ 193+

1. Data Manipulation in Python: A Pandas Crash Course 经过 “Samuel Hinton, Ligency I Team, Ligency Team” Udemy课程 我们的最佳选择

“Learn how to use Python and Pandas for data analysis and data manipulation. Transform, clean and merge data with Python.”

截至目前，超过 36672+ 人们已经注册了这门课程，而且已经结束了 1496+ 评论.

课程内容
“Introduction
Dataset Basics
Visual exploration
Basic Data Manipulations
Grouping
Merging
Advanced Manipulation – MultiIndex, Pivoting and more
Time Series Data
Conclusion”

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2. ETL Testing: From Beginner to Expert 经过 Sid Inf Udemy课程

ETL Testing: Essential course for all software testing professionals.

截至目前，超过 10986+ 人们已经注册了这门课程，而且已经结束了 1941+ 评论.

课程内容
Welcome! Thank you for learning the ETL Testing Course with me!
Before we start
The Basics – Data warehouse Concepts course
Data Mart
Data Warehouse Architectures
Dimensional Modeling
How to build a Dimensional Model?
Various Objects in a Dimensional Model
Data Integration and ETL
ETL Vs ELT
Typical Roles In DWH Project
DW/BI/ETL Implementation Approach
DW/BI/ETL Test Stratergy and Data Centric Approach
Different Categories Of Projects where DW/BI/ETL Testing is required
Roles and Responsibilities of an ETL Testing Professional
Database Testing
Basics of ETL Testing
Database Testing Vs ETL Testing
Defect Management
Possible Reasons for Defects & Bugs
Issues/Defect Management Process
Issue Severity Table
Quality Center Defect Category Descriptions
Categories of ETL Testing
Different Tools/Technologies used in DWH/BI/ETL Testing
Informatica Power Center (ETL Tool)
Installation and Configuration of Informatica Power Center
Informatica – Pre-Requisites to start the Hands on
Client Tools and Sample WorkFlow Creation
Introduction to Transformations
Transformation’s functions in brief
Data Types in Informatica
Different Types of Ports in Informatica
Functions in Informatica
Workflow Manager
Informatica PowerCenter Monitor
Other important objects and activities in Informatica
Practical Scenario : Flat File Source to Flat File and Relational Targets
Retired Lectures
Questions from Students
Bonus Section

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3. Learn ETL Testing With Informatica PowerCenter Today 经过 “The Startup Central Co., Tuhina Mehta” Udemy课程

Learn ETL testing now. Step-by-step software testing with relevant exercises. Learn now and get your promotion!

截至目前，超过 6129+ 人们已经注册了这门课程，而且已经结束了 836+ 评论.

课程内容
Introduction to Dataware Housing
SQL
ETL Overview
ETL Testing
ETL Test scenarios in detail
Conclusion

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4. Apache NiFi Complete Master Course – HDP – Automation ETL 经过 MUTHUKUMAR Subramanian Udemy课程

“Next Gen Data Flow. Process – distribute data using powerful, reliable framework. Apache Nifi, Nifi Registry, Minifi”

截至目前，超过 4194+ 人们已经注册了这门课程，而且已经结束了 743+ 评论.

课程内容
Introduction to Apache Nifi
First Baby Step – Flow file Demo
Processors and Connections
Next Step into Flowfile
Integrating Apache Nifi with Distributed Messaging System – Apache Kafka
Process group and Funnel
Monitoring and Provenance
Structured Data Processing
Nifi Registry
Nifi Cluster
Nifi and Bigdata Ecosysem
HTTP Processors
Nifi and AWS
Nifi and NoSQL Database
Nifi and Apache Solr
Custom Processor and Custom Controller
Practical Use Cases
Reference Resources
Bonus Lecture

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5. SQL/ETL Developer – T-SQL/Stored Procedures/ETL/SSIS 经过 Bluelime Learning Solutions Udemy课程

Develop an ETL solution using SSIS

截至目前，超过 4015+ 人们已经注册了这门课程，而且已经结束了 213+ 评论.

课程内容
Introduction
Setup Visual Studio
SQL Server Setup
T-SQL Functions
Extracting Data From Multiple Tables
T-SQL Stored Procedure
CRUD Stored Procedures
Developing ETL with SSIS

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6. ETL Framework for Data Warehouse Environments 经过 Sid Inf Udemy课程

The non functional ETL requirements

截至目前，超过 3768+ 人们已经注册了这门课程，而且已经结束了 576+ 评论.

课程内容
“Getting Started
Metadata Categories
ETL Framework – Process Flow
Data Sourcing
Data Sourcing – Classification
Script Requirements for Data Sourcing
File Validation
The Staging Layer
Business Validation Layer
DataWarehouse Layer
Exception Handling/Error Handling
Project Setup
Extending the Operational Metadata’s Data Model
Error Handling Data Model
Mapping examples
Audit, Balance and Control
Configuration Management”

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7. Writing production-ready ETL pipelines in Python / Pandas 经过 Jan Schwarzlose Udemy课程

Learn how to write professional ETL pipelines using best practices in Python and Data Engineering.

截至目前，超过 3219+ 人们已经注册了这门课程，而且已经结束了 401+ 评论.

课程内容
Introduction
Quick and Dirty Solution
Functional Approach
Object Oriented Approach
Setup and Class Frame Implementation
Code Implementation
Finalizing the ETL Job
Summary

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8. Learn to master ETL data integration with Pentaho kettle PDI 经过 Itamar Steinberg (inflow systems) Udemy课程

“Learn how to develop ETL with Pentaho PDI 8 (2nd edition) 2020 #1 – full Project, hands on, tips and tricks and homework”

截至目前，超过 2063+ 人们已经注册了这门课程，而且已经结束了 223+ 评论.

课程内容
Introduction
Installations
PDI Walkthrough
The Project
Dim time
Dim Customers
Dim film
Dim store
Fact rentals
Main job
Theory
What’s next

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9. Data integration (ETL) with Talend Open Studio 经过 Andrejs Zaharovs Udemy课程

Talend – from basics to advanced technics.

截至目前，超过 1109+ 人们已经注册了这门课程，而且已经结束了 320+ 评论.

课程内容
“Talend Basics
Data Mapping
Conversion, Extraction, Join
Helpful features
Java
Databases
Debugging, Logging, Building, Scheduling
Extras”

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10. Talend : ETL Data Integration Guide with Talend Open Studio 经过 Elementary Learners Udemy课程

A Complete Practical Guide for Talend using Talend Open Studio

截至目前，超过 873+ 人们已经注册了这门课程，而且已经结束了 193+ 评论.

课程内容
Introduction

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下面是一些关于学习的常见问题ETL

学习ETL需要多长时间？

“学习ETL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 ETL 是为了什么？你的出发点在哪里？您是初学者还是有使用 ETL 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 ETL.

ETL 学起来容易还是难？

不，学习 ETL 对大多数人来说并不难。检查这个 关于如何学习的课程 ETL 立刻！

如何快速学习ETL？

学习 ETL 最快的方法是先得到这个 ETL 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 ETL？

如果您想探索和学习 ETL，那么 Udemy 为您提供了学习 ETL 的最佳平台。查看此 关于如何学习的课程 ETL 立刻！