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Cracking the Data Science Interview

You're reading from   Cracking the Data Science Interview Unlock insider tips from industry experts to master the data science field

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Product type Paperback
Published in Feb 2024
Publisher Packt
ISBN-13 9781805120506
Length 404 pages
Edition 1st Edition
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Authors (2):
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Leondra R. Gonzalez Leondra R. Gonzalez
Author Profile Icon Leondra R. Gonzalez
Leondra R. Gonzalez
Aaren Stubberfield Aaren Stubberfield
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Aaren Stubberfield
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Table of Contents (21) Chapters Close

Preface 1. Part 1: Breaking into the Data Science Field FREE CHAPTER
2. Chapter 1: Exploring Today’s Modern Data Science Landscape 3. Chapter 2: Finding a Job in Data Science 4. Part 2: Manipulating and Managing Data
5. Chapter 3: Programming with Python 6. Chapter 4: Visualizing Data and Data Storytelling 7. Chapter 5: Querying Databases with SQL 8. Chapter 6: Scripting with Shell and Bash Commands in Linux 9. Chapter 7: Using Git for Version Control 10. Part 3: Exploring Artificial Intelligence
11. Chapter 8: Mining Data with Probability and Statistics 12. Chapter 9: Understanding Feature Engineering and Preparing Data for Modeling 13. Chapter 10: Mastering Machine Learning Concepts 14. Chapter 11: Building Networks with Deep Learning 15. Chapter 12: Implementing Machine Learning Solutions with MLOps 16. Part 4: Getting the Job
17. Chapter 13: Mastering the Interview Rounds 18. Chapter 14: Negotiating Compensation 19. Index 20. Other Books You May Enjoy

Navigating system directories

One of the foundational aspects of working in a Linux environment is the ability to navigate the file structure and directories from the command line.

If you’re familiar with a filesystem on any computer, you’re already familiar with this concept. For example, a Windows OS might have a directory (folder) called Desktop, Pictures, Downloads, or Documents. These are all directories. Figure 6.1 shows an example directory called Physics, which has three text files and a directory called Assignments.

Figure 6.1: Example directory titled Physics

Figure 6.1: Example directory titled Physics

A directory is a folder, virtual box, container, or organizational structure used to hold and organize files and other directories. Figure 6.1 illustrates the UI program that allows everyday Windows users to navigate their filesystems. However, the CLI, shown in Figure 6.2, enables us to navigate and automate file management using commands.

Figure 6.2: Windows CLI example

Figure...

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