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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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What's inside

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.

Using Bash

This week, you will learn to configure Bash Scripts to enhance and control your Linux development environment and production systems. You will also learn about Shell variables, and how to effectively use Standard In and Standard Out.

Building Bash Scripts

This week, you will learn to build Bash Scripts to solve common problems in Data Engineering. You will also learn about Shell logic, dealing with data in the shell, and how to build command-line tools in Bash. You will then apply this knowledge to create command-line tools in Bash.

Composing File and Data Solutions

This week, you will learn to use Linux to compose file and data management solutions. You will also learn to search the filesystem, modify files, directories and control permissions. You will then process text in Bash and apply this knowledge to create a search solution in Bash.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

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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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 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

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

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

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

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

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

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

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

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

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

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

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

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

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

What's inside

Syllabus

Good to know

Save this course

Activities

Career center

Reading list

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