Winter Bootcamp in ML and IoT in Jaipur
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The shell executes a program in response to its prompt. When you give a command, the shell searches for the program, and then executes it. For example, when you give the command ls, the shell searches for the utility/program named ls, and then runs it in the shell. The arguments and the options that you provide with the utilities can impact the result that you get. The shell is also known as a CLI, or command line interface.

Changing default shell

Most modern distributions will come with BASH (Bourne Again SHell) pre-installed and configured as a default shell.
The command (actually an executable binary, an ELF) that is responsible for changing shells in Linux is chsh (change shell).
We can first check which shells are already installed and configured on our machine by using the chsh -l command, which will output a result similar to this:
[user@localhost ~]$ chsh -l
/bin/sh
/bin/bash
/sbin/nologin
/usr/bin/sh
/usr/bin/bash
/usr/sbin/nologin
/usr/bin/fish

In some Linux distributions, chsh -l is invalid. In this case, the list of all available shells can be found at /etc/shells file. You can show the file contents with cat

[user@localhost ~]$ cat /etc/shells

# /etc/shells: valid login shells

/bin/sh

/bin/bash

/sbin/nologin

/usr/bin/sh

/usr/bin/bash

/usr/sbin/nologin

/usr/bin/fish

Now we can choose our new default shell, e.g. fish, and configure it by using chsh -s, 

[user@localhost ~]$ chsh -s /usr/bin/fish

Changing shell for user.

Password:

Shell changed.

Now all that is left to do is preform a logoff-logon cycle, and enjoy our new default shell.

If you wish to change the default shell for a different user, and you have administrative privileges on the machine, you'll be able to accomplish this by using chsh as root. So assuming we want to change user_2's default shell to fish, we will use the same command as before, but with the addition of the other user's username, chsh -s /usr/bin/fish user_2.

In order to check what the current default shell is, we can view the $SHELL environment variable, which points to the path to our default shell, so after our change, we would expect to get a result similar to this, 

~  echo $SHELL

/usr/bin/fish

chsh options: 

-s shell

Sets shell as the login shell.

 -l, --list-shells

Print the list of shells listed in /etc/shells and exit.

-h, --help

Print a usage message and exit.

-v, --version

Print version information and exit. 

Basic Shell Utilities

Customizing the Shell prompt
Default command prompt can be changed to look different and short. In case the current directory is long default command prompt becomes too large. Using PS1 becomes useful in these cases. A short and customized command pretty and elegant. In the table below PS1 has been used with a number of arguments to show different forms of shell prompts. Default command prompt looks something like this: user@host ~ $ in my case it looks like this: bruce@gotham ~ $. It can changed as per the table below:
Command                 Utility
PS1='\w $ '           ~ $ shell prompt as directory name. In this case root directory is Root.
PS1='\h $ '              gotham $ shell prompt as hostname
PS1='\u $ '              bruce $ shell prompt as username
PS1='\t $ '               22:37:31 $ shell prompt in 24 hour format
PS1='@ $ '             10:37 PM shell prompt in 12 hour time format
PS1='! $ '                732 will show the history number of command in place of shell prompt
PS1='dude $ '         dude $ will show the shell prompt the way you like
Some basic shell commands
Command                             Utility
Ctrl-k                                 cut/kill
Ctrl-y                                 yank/paste
Ctrl-a                                will take cursor to the start of the line
Ctrl-e                                will take cursor to the end of the line
Ctrl-d                                will delete the character after/at the cursor
Ctrl-l                                 will clear the screen/terminal
Ctrl-u                                will clear everything between prompt and the cursor
Ctrl-_                                will undo the last thing typed on the command line
Ctrl-c                                will interrupt/stop the job/process running in the foreground
Ctrl-r                                reverse search in history
~/.bash_history                stores last 500 commands/events used on the shell
history                               will show the command history
history | grep <key-word>     will show all the commands in history having keyword <key-word> (useful in cases when you remember part of the command used in the past)

Create Your Own Command Alias

If you are tired of using long commands in bash you can create your own command alias.
The best way to do this is to modify (or create if it does not exist) a file called .bash_aliases in your home folder. The general syntax is:
alias command_alias='actual_command'
where actual_command is the command you are renaming and command_alias is the new name you have given it.
For example
alias install='sudo apt-get -y install'
maps the new command alias install to the actual command sudo apt-get -y install. This means that when you use install in a terminal this is interpreted by bash as sudo apt-get -y install.

Locate a file on your system 

Using bash you can easily locate a file with the locate command. For example say you are looking for the file mykey.pem:
locate mykey.pem
Sometimes files have strange names for example you might have a file like random7897_mykey_0fidw.pem. Let's say you're looking for this file but you only remember the mykey and pem parts. You could combine the locate command with grep using a pipe like this:
locate pem | grep mykey
Which would bring up all results which contain both of these pieces.
Note that not all systems have the locate utility installed, and many that do have not enabled it. locate is fast and efficient because it periodically scans your system and caches the names and locations for every file on it, but if that data collection is not enabled then it cannot tell you anything. You can use updatedb to manually initiate the filesystem scan in order to update the cached info about files on your filesystem.
Should you not have a working locate, you can fall back on the find utility:
find / -name mykey.pem -print
is roughly equivalent to locate mykey.pem but has to scan your filesystem(s) each time you run it for the file in question, rather than using cached data. This is obviously slower and less efficient, but more real-time. The find utility can do much more than find files, but a full description of its capabilities is beyond the scope of this example.

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2) Machine Learning (ML)

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