Linux Fundamentals: A Practical Guide for Data Scientists, Machine Learning Engineers, and IT Professionals
- Length: 178 pages
- Edition: 1
- Language: English
- Publication Date: 2021-10-06
- ISBN-10: B09HYY3QYT
- ISBN-13: 9798491516599
- Sales Rank: #6873461 (See Top 100 Books)
With the rise of Artificial Intelligence, Machine Learning Engineering, DevOps, and Cloud Computing, the demand for Linux has increased. This is because most back-end jobs involving the deployment and release of applications can be efficiently done in Linux. If you want to break into the IT world or if you want to learn how to deploy software applications or machine learning models, you definitely need to know how to use Linux commands. You will surely reap some benefits from learning how to use Linux commands. Moreover, Linux is one of the most reliable and secure operating systems.
This book will help you to understand the fundamental concepts of working with Linux. The goal of this book is to help you to master the Linux command line. You will learn how to develop, evaluate and deploy a machine learning model as a web service using the Linux system. You will learn other concepts, including how to create an Amazon EC2 instance and how to connect a local Linux machine or Windows machine to a remote Linux machine.
ACKNOWLEDGMENTS 1 Introduction to Linux 2 Linux Directory Structure and Basic Linux Commands 3 Navigation 4 Working with Files and Directories 5 Standard I/O Redirection and Piping 6 Users and Group Management 7 Permissions Management 8 Regular Expression 9 Text Processing 10 Process Management 11 Scheduling Jobs 12 Other Useful Utilities 13 Customizing the Shell Environment 14 Shell Scripting 15 Deploying a Machine Learning Model 16 Connecting to a Remote Linux Instance Resources
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