Chevron Left
Back to ETL and Data Pipelines with Shell, Airflow and Kafka

Learner Reviews & Feedback for ETL and Data Pipelines with Shell, Airflow and Kafka by IBM

4.5
stars
284 ratings

About the Course

Delve into the two different approaches to converting raw data into analytics-ready data. One approach is the Extract, Transform, Load (ETL) process. The other contrasting approach is the Extract, Load, and Transform (ELT) process. ETL processes apply to data warehouses and data marts. ELT processes apply to data lakes, where the data is transformed on demand by the requesting/calling application. In this course, you will learn about the different tools and techniques that are used with ETL and Data pipelines. Both ETL and ELT extract data from source systems, move the data through the data pipeline, and store the data in destination systems. During this course, you will experience how ELT and ETL processing differ and identify use cases for both. You will identify methods and tools used for extracting the data, merging extracted data either logically or physically, and for loading data into data repositories. You will also define transformations to apply to source data to make the data credible, contextual, and accessible to data users. You will be able to outline some of the multiple methods for loading data into the destination system, verifying data quality, monitoring load failures, and the use of recovery mechanisms in case of failure. By the end of this course, you will also know how to use Apache Airflow to build data pipelines as well be knowledgeable about the advantages of using this approach. You will also learn how to use Apache Kafka to build streaming pipelines as well as the core components of Kafka which include: brokers, topics, partitions, replications, producers, and consumers. Finally, you will complete a shareable final project that enables you to demonstrate the skills you acquired in each module....

Top reviews

BN

Mar 30, 2023

Overall it's a good course. I wish I could use dos2unix, tr, or sed for removing ^M from the toll_data.tsv. The Final Assignment Instructions could have been clearer.

MB

Oct 11, 2022

Course Is Good but, if you can add some more practicles that will surely help understand better and help all learner grasp things very quickly.

Filter by:

26 - 50 of 72 Reviews for ETL and Data Pipelines with Shell, Airflow and Kafka

By Mohamed A

•

Jun 10, 2022

Thanks to all the instructor's efforts, one of the best DATA engineering courses, contains hands-on Experience with essential data tools.

By Jibran

•

Jul 23, 2023

Labs in this course are very helpful and to the point. It took me a while to complete this course but i learned a lot.

By Darrick L

•

Sep 7, 2022

Very useful high-level overview with practical examples of the major technologies that drive modern data pipelines.

By Theodosios T

•

Jan 5, 2023

The explanation was very thorough and easy to understand. The exercises were very helpful. Great course overall!

By Uchechi N

•

Dec 31, 2022

This was my first introduction to Apache airflow and i found the course detailed and practical.

By k b

•

Apr 24, 2022

Nice intro to ETL and Data Pipelines. Beginner level easy to follow hands on Airflow and Kafka.

By Younes G

•

Oct 26, 2022

Perfect Intro to Airflow and Kafka !

The Final Project is very fun and instructive

By Олег К

•

Jan 26, 2024

It was not easy to pass this course. Lots of laboratory work. But I liked it

By Tea K

•

Jul 23, 2023

Great hands-on (alike the others in the pack)! Practical and interactive.

By Rorisang S

•

Mar 14, 2022

Succinctly presented. Labs really hammered the point home :)

By Asanka W

•

Sep 8, 2022

Great Course, Assignments prepare really well and flexible

By Monica D

•

Mar 11, 2023

Great learning course for Kafka/ Airflow, well presented

By SARADA N G

•

Jul 13, 2023

Learn a lot about Apache Airflow, Kafka from sketch.

By Arnold J M

•

Oct 1, 2022

Great course with hands on labs for practices.

By WONG L X

•

Aug 20, 2022

great course but airflow does not work on

By Minh N T

•

Apr 12, 2022

Useful course for beginner Data engineer

By Diwas A

•

Jan 25, 2024

Good course for intro level ETL !

By Muhammad T K

•

Jul 9, 2022

Absolutely brilliant for starter

By Ryan A M

•

Jul 8, 2023

excelent course, thank you ibm.

By Albin C

•

Oct 9, 2022

I it was a very good course!

By Burhanudin B

•

Aug 9, 2023

Best tutorial

By Olabode A

•

Oct 20, 2022

Nice course.

By Sai T Z

•

Aug 7, 2023

Great course

By Sabeur M

•

Jan 20, 2024

Great Cours

By Tasic D

•

Mar 31, 2023

Top Course