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Linux and Bash for Data Engineering

Noah Gift, Kennedy Behrman, and Alfredo Deza

In this second course of the Python, Bash and SQL Essentials for Data Engineering Specialization, you will learn the fundamentals of Linux necessary to perform data engineering tasks. Additionally, you will explore how to use both Bash and zsh configurations, and develop the syntax needed to interact and control Linux. These skills will allow you to manage and manipulate databases in a Bash environment.

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Syllabus

Using Linux

This week you will learn to use Linux to solve technical problems common in software engineering, data engineering and machine learning. You will explore the key parts of the Linux shell, and learn how to implement your knowledge in common scenarios.

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Focuses on core Linux skills for data engineering, a key area in software engineering and machine learning

Instructed by industry experts with proven experience in Linux and data engineering

Provides hands-on experience with Bash and zsh configurations, essential tools for Linux development

Develops strong foundational knowledge in Linux, Bash, and Bash scripting, crucial for data engineering tasks

Requires prior proficiency in programming and familiarity with command-line environments

May not be suitable for complete beginners with no prior experience in Linux or related technologies

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Reviews summary

Practical linux and bash for data engineering

According to students, this course offers a strong foundation in Linux and Bash for data engineering tasks. Many highlight its practical, hands-on approach, with clear lectures and well-designed labs that make complex topics digestible. Learners found the content highly relevant for current and modern data engineering roles, enabling them to apply concepts directly to their work. The instructor's expertise and clear pacing are frequently praised. While it excels as a starting point, some experienced users found certain sections too basic or lacking advanced depth, occasionally requiring external resources for full understanding. Overall, it's considered an exceptional resource for aspiring data engineers.

Suited for those new to Linux/Bash in a DE context.

"Highly recommend for aspiring data engineers!"

"Maybe better for absolute beginners."

"Good for beginners to intermediate users."

Provides essential skills for aspiring data engineers.

"A very useful introduction to Linux and Bash for data tasks... a solid foundation."

"Great course for foundational knowledge... it provides a very strong framework."

"This course filled a significant gap in my data engineering toolkit."

Delivers complex topics in an easy-to-understand manner.

"The lectures are clear, concise, and the hands-on labs are incredibly practical."

"The instructor clearly knows their stuff... The explanations of shell variables and I/O redirection were excellent."

"The instructor's pacing is perfect, and the labs reinforce learning effectively."

Emphasizes practical application for data engineering.

"The hands-on labs are incredibly practical. It truly helped me apply these concepts in my daily work."

"Absolutely brilliant! The module on building command-line tools was a game-changer. The exercises are well-designed..."

"I always struggled with Bash scripting for ETL pipelines, but the practical examples and structured approach here made it click."

Some concepts may need supplementary material for full grasp.

"I found some parts, especially around file permissions and advanced regex, to be less clearly explained than others. I had to look up external resources frequently..."

"I found the quality of explanations varied, sometimes requiring me to seek external research."

"I had to look up external resources frequently to fully grasp the concepts."

May be too basic for experienced users seeking advanced topics.

"My only minor gripe is that some topics, like advanced scripting or performance optimization, felt a bit rushed or could use more depth."

"While the topic is relevant, I found the course to be quite basic for someone with existing Linux experience."

"The 'data engineering' aspect was somewhat superficial, and I was hoping for more advanced techniques or case studies."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Linux and Bash for Data Engineering with these activities:

Read 'The Linux Command Line' by William Shotts

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This book provides a comprehensive overview of Linux commands and will help you build a strong foundation in Linux.

View The Linux Command Line, 2nd Edition on Amazon

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Read the book and take notes on the key concepts.
Practice using the commands you learn in the book.

Review Linux commands

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Reviewing basic Linux commands will help you get up to speed with the course material and set a strong foundation for your learning.

Browse courses on Linux

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Go through a tutorial on basic Linux commands.
Practice using these commands in a virtual environment.

Watch tutorials on Linux command-line tools

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Watching tutorials on Linux command-line tools will help you learn how to use these tools effectively.

Browse courses on Linux

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Find a series of tutorials on Linux command-line tools.
Watch the tutorials and take notes on the key concepts.

Five other activities

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Practice using Linux commands

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Practicing using Linux commands will reinforce your understanding and help you become more proficient in using them.

Browse courses on Linux

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Find a set of practice problems or exercises.
Work through the problems, using a Linux terminal to execute the commands.

Create a simple Bash script

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Creating a simple Bash script will help you apply your understanding of Bash scripting and reinforce your learning.

Browse courses on Bash Scripting

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Identify a simple task that you can automate using a Bash script.
Write a Bash script to automate the task.

Write a blog post on a Linux command-line topic

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Writing a blog post on a Linux command-line topic will help you solidify your understanding of the topic and share your knowledge with others.

Browse courses on Linux

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Choose a Linux command-line topic that you are familiar with.
Write a blog post that explains the topic in a clear and concise way.

Join a study group or online forum focused on Linux

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Joining a study group or online forum focused on Linux will provide you with opportunities to connect with other learners and discuss course-related topics.

Browse courses on Linux

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Find a study group or online forum that is relevant to your skill level.
Participate in discussions and ask questions.

Participate in a Linux command-line competition

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Participating in a Linux command-line competition will challenge you to apply your skills and knowledge in a competitive environment.

Browse courses on Linux

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Find a Linux command-line competition that is relevant to your skill level.
Practice your skills and prepare for the competition.

Career center

Learners who complete Linux and Bash for Data Engineering will develop knowledge and skills that may be useful to these careers:

Data Engineer

Data Engineers build, maintain, and manage data pipelines. These pipelines collect, process, and analyze data for use in machine learning models and other data-driven applications. This course can help you build a foundation in Linux and Bash, which are essential skills for Data Engineers. The course will teach you how to use Linux to solve technical problems common in data engineering and how to configure Bash Scripts to enhance and control your Linux development environment and production systems.

See salaries and explore the career path for Data Engineer

Data Pipeline Engineer

Data Pipeline Engineers create and maintain the systems that move data between different systems and applications. This course can help you build a foundation in Linux and Bash, which are essential skills for Data Pipeline Engineers. The course will teach you how to use Linux to solve technical problems common in data engineering and how to configure Bash Scripts to enhance and control your Linux development environment and production systems.

See salaries and explore the career path for Data Pipeline Engineer

DevOps Engineer

DevOps Engineers combine software development (Dev) and information technology operations (Ops) to build, deploy, and maintain software systems and applications. This course can help you build a foundation in Linux and Bash, which are essential skills for DevOps Engineers. The course will teach you how to use Linux to solve technical problems common in software engineering, data engineering, and machine learning and how to configure Bash Scripts to enhance and control your Linux development environment and production systems.

See salaries and explore the career path for DevOps Engineer

Software Engineer

Software Engineers design, develop, test, and maintain software systems and applications. This course can help you build a foundation in Linux and Bash, which are essential skills for Software Engineers. The course will teach you how to use Linux to solve technical problems common in software engineering, data engineering, and machine learning and how to configure Bash Scripts to enhance and control your Linux development environment and production systems.

See salaries and explore the career path for Software Engineer

Data Scientist

Data Scientists use scientific methods, processes, algorithms, and systems to extract knowledge and insights from data in various forms, both structured and unstructured. This course can help you build a foundation in Linux and Bash, which are essential skills for Data Scientists. The course will teach you how to use Linux to solve technical problems common in software engineering, data engineering, and machine learning and how to configure Bash Scripts to enhance and control your Linux development environment and production systems.

See salaries and explore the career path for Data Scientist

Machine Learning Engineer

Machine Learning Engineers design, develop, and maintain machine learning models and systems. This course can help you build a foundation in Linux and Bash, which are essential skills for Machine Learning Engineers. The course will teach you how to use Linux to solve technical problems common in software engineering, data engineering, and machine learning and how to configure Bash Scripts to enhance and control your Linux development environment and production systems.

See salaries and explore the career path for Machine Learning Engineer

Database Administrator

Database Administrators design, implement, and maintain database systems to store and manage data for organizations. This course can help you build a foundation in Linux and Bash, which are essential skills for Database Administrators. The course will teach you how to use Linux to solve technical problems common in software engineering, data engineering, and machine learning and how to configure Bash Scripts to enhance and control your Linux development environment and production systems.

See salaries and explore the career path for Database Administrator

Cloud Engineer

Cloud Engineers design, build, and maintain cloud computing systems and applications. This course can help you build a foundation in Linux and Bash, which are essential skills for Cloud Engineers. The course will teach you how to use Linux to solve technical problems common in software engineering, data engineering, and machine learning and how to configure Bash Scripts to enhance and control your Linux development environment and production systems.

See salaries and explore the career path for Cloud Engineer

Systems Administrator

Systems Administrators design, implement, and maintain computer systems, including hardware, software, and networks. This course can help you build a foundation in Linux and Bash, which are essential skills for Systems Administrators. The course will teach you how to use Linux to solve technical problems common in software engineering, data engineering, and machine learning and how to configure Bash Scripts to enhance and control your Linux development environment and production systems.

See salaries and explore the career path for Systems Administrator

Network Engineer

Network Engineers design, implement, and maintain computer networks, including routers, switches, and firewalls. This course can help you build a foundation in Linux and Bash, which are essential skills for Network Engineers. The course will teach you how to use Linux to solve technical problems common in software engineering, data engineering, and machine learning and how to configure Bash Scripts to enhance and control your Linux development environment and production systems.

See salaries and explore the career path for Network Engineer

IT Manager

IT Managers plan, organize, and direct the activities of an organization's IT department. This course can help you build a foundation in Linux and Bash, which are essential skills for IT Managers. The course will teach you how to use Linux to solve technical problems common in software engineering, data engineering, and machine learning and how to configure Bash Scripts to enhance and control your Linux development environment and production systems.

See salaries and explore the career path for IT Manager

Security Analyst

Security Analysts identify, assess, and mitigate risks to an organization's computer systems and networks. This course may be useful for Security Analysts who want to build a foundation in Linux and Bash. The course will teach you how to use Linux to solve technical problems common in software engineering, data engineering, and machine learning.

See salaries and explore the career path for Security Analyst

Data Architect

Data Architects design and build data architectures for organizations. This course may be useful for Data Architects who want to build a foundation in Linux and Bash. The course will teach you how to use Linux to solve technical problems common in software engineering, data engineering, and machine learning.

See salaries and explore the career path for Data Architect

Business Analyst

Business Analysts analyze business processes and systems to identify opportunities for improvement. This course may be useful for Business Analysts who want to build a foundation in Linux and Bash. The course will teach you how to use Linux to solve technical problems common in software engineering, data engineering, and machine learning.

See salaries and explore the career path for Business Analyst

Project Manager

Project Managers plan, organize, and execute projects. This course may be useful for Project Managers who want to build a foundation in Linux and Bash. The course will teach you how to use Linux to solve technical problems common in software engineering, data engineering, and machine learning.

See salaries and explore the career path for Project Manager

Reading list

We've selected 14 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Linux and Bash for Data Engineering.

Linux System Programming

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Provides a comprehensive guide to Linux system programming. It valuable resource for anyone who wants to learn how to write software for the Linux operating system.

Linux and Bash for Data Engineering

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What's inside

Syllabus

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Save this course

Reviews summary

Practical linux and bash for data engineering

Activities

Career center

Reading list

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