Data Science: Beginners Guide to the Command Line

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Download Tutorial Data Science: Beginners Guide to the Command Line

Welcome to Data Science: Beginners Guide to the Command Line! If you are interested in kick starting your career in Data Science, then this course is for you!

This course will guide you through an array of topics concerning why the command line is a necessary tool for Data Scientists, an introduction to the Unix filesystem structure, and the basic shell commands that Data Scientists must master in order to effectively operate from the command line. My course is broken up into four main topics: Introduction, Command Line Basics, Command Line Advanced Topics, and Data Science From the Command Line.

  • Introduction– In this section I will cover topics including, but not limited to, why the command line is a necessary tool for Data Scientists, a brief comparison between the Unix and Linux operating systems, and how to choose the correct shell environment.
  • Command Line Basics– In this section I will cover topics including, but not limited to, a quick guide to shortcuts within the macOS Graphical User Interface, an introduction to the Unix filesystem structure, and the basics of executing shell commands.
  • Command Line Advanced Topics– In this section I will cover common file types Data Scientists must be familiar with along with advanced shell commands.
  • Data Science From the Command Line– In this section I will cover how to create, open, run, and save IPython scripts from the command line. In addition, I will go through an entire Data Science workflow from opening the terminal to completing a small analysis of a data set.
Who is the target audience?
  • My target student is someone who is interested in getting started with Data Science and is seeking to learn the basics of the command line from the macOS terminal (i.e. Bash Shell).

Download Tutorials/Courses

Go to Download Tutorials Page

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About the Author: Ho Thi Phuong Thao

I am Ho Thi Phuong Thao, 26 years old. Graduated from Van Hien University with excellent grades. With 4 years of experience in teaching English and many other subjects. I am an English teacher of American English Center in Vietnam. By loving the teacher and sharing the knowledge widely with everyone, I establish the freetuts.download website to help people download completely free courses in all areas of their lives. I hope to receive the donation from readers. Once again sincerely thank you

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