Linux and Bash for Data Engineering from edX

In this course, you will:

Gain proficiency in using Linux for data engineering tasks
Learn to configure and customize your Bash shell environment
Understand how to manipulate data using shell variables and standard streams
Construct powerful Bash scripts and command-line tools to automate workflows
Master file and data management using Linux utilities and shell scripting

Whether you're a data engineer, software developer, or system administrator, this course will equip you with the Linux and Bash skills necessary to tackle real-world data challenges efficiently and effectively. Enhance your productivity and streamline your data workflows with the power of Linux and Bash scripting.

What's inside

Learning objectives

Navigating and managing linux filesystems
Configuring and customizing bash shell environments
Manipulating data using shell variables and streams

Building bash scripts and command-line tools
Searching and processing text data in linux
Automating data workflows with shell scripting

Navigating and managing linux filesystems
Configuring and customizing bash shell environments
Manipulating data using shell variables and streams
Building bash scripts and command-line tools
Searching and processing text data in linux
Automating data workflows with shell scripting

Syllabus

Module 1: Using Linux (18 hours)

\- Welcome to Linux and Bash for Data Engineering (Video, 0 minutes, Preview module)

\- Meet your Course Instructor: Noah Gift (Video, 0 minutes)

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Read about what's good

what should give you pause

and possible dealbreakers

Develops Bash scripting competence in Linux, useful to system administrators, data engineers, and software developers

Builds a strong foundation of Linux fundamentals

Incorporates hands-on labs and interactive material for practical experience

Taught by experts in data engineering

Requires knowledge of Linux and command-line tools

Lacks focus on real-world projects

Reviews summary

Linux and bash for data engineering

According to students, this course provides an excellent foundational understanding of Linux and Bash scripting, particularly for those in data engineering roles. Learners frequently commend the practical, hands-on labs and exercises, which enable immediate application of learned skills to automate data workflows. The instructor's clear explanations and focus on real-world scenarios are often highlighted as significant strengths. While largely positive, some learners note that the pacing can be quick, suggesting it's most beneficial for those with some prior technical familiarity or a strong willingness to delve deeper independently.

Covers essential Linux and Bash topics relevant to data engineering.

"The course covers all the necessary Linux utilities and Bash scripting techniques I needed for data handling."

"I learned about shell variables, standard streams, and control flow in a very structured way."

"From file management to automating workflows, this course provided a solid, broad foundation."

Instructor delivers clear, concise, and knowledgeable content.

"Noah Gift is an excellent instructor; his explanations are clear and his real-world examples are very helpful."

"I found the instructors very knowledgeable and good at explaining complex Linux and Bash topics."

"The course is well-structured, and the teaching style makes even challenging concepts understandable."

Provides highly effective and engaging practical exercises.

"The labs are truly the strongest part of the course; they solidify the concepts and prepare you for actual work."

"I really appreciated the practical labs, especially the ungraded ones, which gave me ample opportunity to practice."

"The hands-on activities, like building command-line tools, were instrumental in my learning."

Offers highly practical skills for data engineering workflows.

"This course helped me immensely; I can immediately apply these Linux and Bash skills to my daily data engineering tasks."

"I found the hands-on labs extremely useful for understanding how to automate data processes with Bash scripting."

"It perfectly bridges the gap between basic Linux commands and real-world data manipulation needs. Highly recommend for professionals."

Fast-paced, potentially challenging for absolute beginners.

"If you're new to Linux, prepare to hit pause frequently; the course moves quite fast through some core concepts."

"As a beginner, I found myself doing a lot of extra research to keep up, but it was worth the effort."

"I think some prior exposure to the command line would be beneficial, as it doesn't hold your hand much from the start."

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:

Review Shell commands

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Refresh your memory on basic Shell commands to strengthen your foundation for this course.

Browse courses on Shell Commands

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Review common commands for file and directory manipulation
Recall commands for searching and filtering data
Practice using commands for text processing and manipulation

Practice Bash shell commands

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Practicing Bash commands will help you gain proficiency in using them for various data engineering tasks.

Browse courses on Bash

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Install a Linux operating system or use a virtual machine.
Open a terminal window.
Practice common commands such as ls, cd, mkdir, and rm.
Use Bash shell piping to combine commands.
Write simple Bash scripts to automate tasks.

Read 'Advanced Bash Scripting Guide'

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Delve into a comprehensive guide on Bash scripting to enhance your understanding of advanced concepts and techniques.

View Advanced Bash Scripting Guide - Volume 1: An in... on Amazon

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Read and study key chapters on advanced scripting topics
Apply the concepts and techniques to your own scripting projects

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Follow online tutorials on Bash scripting

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Following online tutorials will provide you with structured guidance and examples to enhance your Bash scripting skills.

Browse courses on Bash

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Search for online tutorials on Bash scripting.
Choose a tutorial that aligns with your learning goals.
Follow the tutorial step-by-step.
Practice the concepts learned in the tutorial.
Explore additional tutorials to expand your knowledge.

Participate in a Bash scripting study group

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Participating in a study group will provide you with a supportive environment to learn and practice Bash scripting with others.

Browse courses on Bash Scripting

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Find or create a Bash scripting study group.
Meet regularly with the group.
Discuss concepts and work on projects together.
Share knowledge and best practices.
Provide feedback and support to other members.

Practice Bash scripting

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Sharpen your Bash scripting skills through repetitive exercises to solidify your understanding of scripting concepts.

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Create scripts to automate common tasks
Build scripts with control flow and error handling
Practice writing scripts to process and manipulate data

Attend a Bash scripting workshop

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Attending a workshop will provide you with hands-on experience and expert guidance in Bash scripting.

Browse courses on Bash Scripting

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Research upcoming Bash scripting workshops.
Register for a workshop that meets your schedule and learning needs.
Attend the workshop and actively participate in the exercises.
Network with other participants and instructors.
Apply the knowledge and skills learned in the workshop to your own projects.

Join a study group

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Collaborate with peers in a study group for regular discussions, knowledge sharing, and support.

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Find or create a study group with fellow course participants
Establish regular meeting times and topics for discussion
Engage in active discussions and share insights
Provide support and motivation to group members

Build a data processing script using Bash

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Building a data processing script will allow you to apply your knowledge of Bash and data manipulation to solve real-world problems.

Browse courses on Bash Scripting

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Identify a data processing task.
Design the Bash script using control flow, loops, and data manipulation techniques.
Implement the script.
Test the script with different data sets.
Refine the script based on testing results.

Explore advanced Linux utilities

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Expand your knowledge by exploring tutorials on advanced Linux utilities to enhance your data analysis capabilities.

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Find and follow tutorials on utilities like awk, sed, and grep
Apply these utilities to solve practical data manipulation challenges

Attend a Linux data engineering workshop

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Participate in a workshop focused on Linux data engineering to gain hands-on experience and learn from experts.

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Research and find a relevant workshop
Register and attend the workshop
Actively participate in exercises and discussions

Contribute to an open-source Bash project

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Enhance your knowledge and contribute to the community by participating in an open-source Bash project.

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Find an open-source Bash project that aligns with your interests
Review the project's documentation and codebase
Identify areas where you can contribute your skills
Submit your contributions and engage with the project community

Career center

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

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Linux and Bash for Data Engineering

What's inside

Learning objectives

Syllabus

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Reviews summary

Linux and bash for data engineering

Activities

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