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Linux and Bash for Data Engineering

4.6 Filled star Filled star Filled star Filled star Half star
Based on 5 ratings
Noah Gift

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
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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.

Enroll now

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

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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Traffic lights

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

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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:
Review Shell commands
Refresh your memory on basic Shell commands to strengthen your foundation for this course.
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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
Practicing Bash commands will help you gain proficiency in using them for various data engineering tasks.
Browse courses on Bash
Show steps
  • 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'
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
Nine other activities
Expand to see all activities and additional details
Show all 12 activities
Follow online tutorials on Bash scripting
Following online tutorials will provide you with structured guidance and examples to enhance your Bash scripting skills.
Browse courses on Bash
Show steps
  • 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
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
Show steps
  • 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
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
Attending a workshop will provide you with hands-on experience and expert guidance in Bash scripting.
Browse courses on Bash Scripting
Show steps
  • 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
Collaborate with peers in a study group for regular discussions, knowledge sharing, and support.
Show steps
  • 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
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
Show steps
  • 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
Expand your knowledge by exploring tutorials on advanced Linux utilities to enhance your data analysis capabilities.
Show steps
  • 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
Participate in a workshop focused on Linux data engineering to gain hands-on experience and learn from experts.
Show steps
  • Research and find a relevant workshop
  • Register and attend the workshop
  • Actively participate in exercises and discussions
Contribute to an open-source Bash project
Enhance your knowledge and contribute to the community by participating in an open-source Bash project.
Show steps
  • 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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Rating
4.6 Filled star Filled star Filled star Filled star Half star
Effort
3 to 6 hours per week for 4 weeks
Level
Introductory
Via
edX
Institution
Pragmatic AI Labs
Instructor
Noah Gift
Language
English
Transcript
English
Traffic lights
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
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