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Friday, February 16, 2024

Grasp The Artwork Of Command Line With This GitHub Repository

Master The Art Of Command Line With This GitHub Repository
Picture by Creator


As knowledgeable who works with information, I perceive the significance of being environment friendly and correct within the office. That is why I consider mastering the command line is a vital talent for streamlining information evaluation duties and bettering productiveness. It is equally essential for normal customers who need to optimize their working system utilization and automate numerous duties.

On this weblog, we’ll evaluation a well-liked (144k ?) one-page information accessible on GitHub. The information is designed to equip you with important command-line abilities that may improve your workflow. 



The Command Line (CLI), often known as the terminal or console, is a text-based interface that permits customers to work together with a pc’s working system by means of the usage of typed instructions. It provides an alternative choice to graphical consumer interfaces (GUIs) and supplies a extra direct and exact option to entry and manipulate recordsdata, directories, and system assets.


Master The Art Of Command Line With This GitHub Repository
Screenshot by Creator


Customers can enter instructions in a terminal that permits customers to carry out duties with precision and automation, resembling scripting, software program growth, information processing, and system administration. The terminal allows customers to execute a number of complicated operations with only one command.



Mastering the artwork of the command line is a journey that may considerably improve your productiveness and understanding of your laptop system. Whether or not you are a newbie or an skilled consumer, the command line provides a robust option to navigate, customise, and automate duties in your laptop. 

It’s notably useful for information scientists. Via the command line, information professionals can streamline information cleansing, execute information pipelines, automate data-related duties, and use numerous command line instruments for testing and mannequin growth.


Master The Art Of Command Line With This GitHub Repository
Screenshot from jlevy/the-art-of-command-line


This information goals to supply important command-line information in a single web page, with a concentrate on Linux but in addition together with instruments for macOS and Home windows customers. It covers primary instructions, processing recordsdata and information, system debugging, and instructions which can be solely accessible on Mac and Home windows. The information is out there in a number of languages, because of the contributions of assorted authors and translators.


Languages: Čeština ∙ Deutsch ∙ Ελληνικά ∙ English ∙ Español ∙ Français ∙ Indonesia ∙ Italiano ∙ 日本語 ∙ 한국어 ∙ polski ∙ Português ∙ Română ∙ Русский ∙ Slovenščina ∙ Українська ∙ 简体中文 ∙ 繁體中文



The scope of this information is broad but concise, aiming to cowl every part essential, present particular examples, and keep away from pointless particulars. It is designed for interactive Bash use, however many suggestions apply to different shells and Bash scripting as nicely.




It is important to be taught primary Bash instructions and perceive their documentation `man <command>` and a grasp at the least one text-based editor (e.g. Vim, Emacs, nano) for environment friendly terminal-based enhancing. Moreover, it is essential to find out about file and output manipulation, together with redirection (>, <, |), and file globbing.


On a regular basis Use


For environment friendly command completion and historical past, use Tab and Ctrl-R, respectively. To navigate and handle recordsdata, perceive listing navigation utilizing ls, cd , ln, chmod, and chown.


Processing Recordsdata and Knowledge


Study to make use of textual content processing instruments: grep, awk, sed, minimize, kind, uniq, and wc. For file looking, be taught to make use of discover and find to find recordsdata and directories.


System Debugging


Get acquainted with system monitoring and debugging instruments resembling high, ps, netstat, dmesg, and iotop. Use strace, ltrace, and system logs for efficiency evaluation and situation prognosis.




One-liners are highly effective command sequences that carry out complicated duties rapidly. Examples embody sorting and counting occurrences in textual content recordsdata, batch renaming, and system monitoring.

Batch renaming script for altering .txt to .md for all recordsdata in a listing:

for file in *.txt; do mv "$file" "${file%.txt}.md"; completed


Obscure however Helpful


Specialised instructions like expr, cal, sure, env, and printenv provide helpful functionalities for particular eventualities.


macOS Solely


Mac customers have entry to distinctive instruments like Homebrew for bundle administration, pbcopy and pbpaste for clipboard interplay, and particular file and system utilities (mdfind, mdls).


Home windows Solely


Home windows customers can flip to Cygwin, Home windows Subsystem for Linux (WSL), or MinGW for Unix-like command-line environments. Instruments like wmic, ipconfig, and PowerShell scripts prolong command-line capabilities on Home windows.


Playful Instructions


By utilizing instruments like curl, egrep, tr, and cowsay, you’ll be able to fetch, course of, and show data creatively, showcasing the ability and suppleness at your fingertips.



This information is a helpful cheat sheet for studying about new CLI instruments and their functions in numerous eventualities. It’s actively maintained, and you’ll even contribute to the mission by making a pull request. The Grasp The Artwork Of Command Line information is by the neighborhood and for the neighborhood, so in the event you discover any errors or be taught one thing new that’s lacking, please replace the principle README.md file. 

I hope you find out about new instruments and utilities from this information and apply them to your tasks. In my expertise, I’ve used extra command-line instruments than precise Python code for information tasks, particularly if you’re a knowledge engineer or MLOps engineer.


Additional Learn



Abid Ali Awan (@1abidaliawan) is an authorized information scientist skilled who loves constructing machine studying fashions. At the moment, he’s specializing in content material creation and writing technical blogs on machine studying and information science applied sciences. Abid holds a Grasp’s diploma in Know-how Administration and a bachelor’s diploma in Telecommunication Engineering. His imaginative and prescient is to construct an AI product utilizing a graph neural community for college kids scuffling with psychological sickness.

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