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ETL and Data Pipelines with Shell, Airflow and Kafka
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ETL and Data Pipelines with Shell, Airflow and Kafka

This course is part of multiple programs. Learn more.

Course Cost

Free course

Intermediate

Skill Level

15 Hours

Self-paced Video lessons

This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full IBM Data Engineering Professional Certificate program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.

4.5

47,963 Enrolled

English

4.5

47,963 Enrolled

English

What you'll learn

  • Implement ETL and ELT processes for data warehousing

  • Build automated data pipelines using Shell scripting

  • Create and manage DAGs with Apache Airflow

  • Develop streaming data pipelines using Apache Kafka

  • Optimize pipeline performance and monitoring

Skills you'll gain

ETL Processes
Apache Airflow
Apache Kafka
Data Pipeline Development
Shell Scripting
Data Engineering
Stream Processing
Data Transformation
Pipeline Monitoring
Data Integration

This course includes:

1.8 Hours PreRecorded video

11 assignments

Access on Mobile, Desktop, Tablet

FullTime access

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Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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There are 5 modules in this course

This comprehensive course covers essential data engineering concepts, focusing on Extract, Transform, Load (ETL) processes and data pipeline development. Students learn to build both batch and streaming data pipelines using industry-standard tools like Shell scripting, Apache Airflow, and Apache Kafka. The curriculum includes hands-on labs and practical exercises in implementing ETL workflows, creating DAGs in Airflow, and developing streaming solutions with Kafka. Special emphasis is placed on understanding the differences between ETL and ELT processes, pipeline monitoring, and optimization techniques.

Data Processing Techniques

Module 1 · 1 Hours to complete

ETL & Data Pipelines: Tools and Techniques

Module 2 · 2 Hours to complete

Building Data Pipelines using Airflow

Module 3 · 3 Hours to complete

Building Streaming Pipelines using Kafka

Module 4 · 3 Hours to complete

Final Assignment

Module 5 · 6 Hours to complete

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: IBM Data Engineering Professional Certificate, IBM Data Warehouse Engineer Professional Certificate, BI Foundations with SQL, ETL and Data Warehousing

Reviews

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

ETL and Data Pipelines with Shell, Airflow and Kafka

Intermediate

Skill Level

15 Hours

Self-paced Video lessons

Course Cost

Free course

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.