PowerShell is an essential tool for system administrators and IT professionals. It is a powerful command-line shell and scripting language created by Microsoft. This tool is designed to help manage the Windows operating system and automate repetitive tasks.
Starting with PowerShell can seem complex for beginners, but you can start at the basics and work up to the advanced level. PowerShell allows users to automate tasks and manage systems more efficiently. It includes features like cmdlets, scripts, and providers for different administrative tasks.
A PowerShell tutorial for beginners should provide a step-by-step approach, starting with the basics, such as the PowerShell console and command syntax. Gradually, it will introduce scripting concepts, including variables, loops, and conditions, which are foundational for creating effective automation scripts.
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How to Get Started with PowerShell?
Now, let me show you how to get started with PowerShell. First, we need to set up the PowerShell environment.
Install PowerShell
PowerShell comes pre-installed on Windows operating systems starting from Windows 7 SP1 and Windows Server 2008 R2 SP1. To install older versions or ensure you have the latest version, download the installer package from the official PowerShell GitHub page or through the Microsoft Store.
The following versions of Windows support PowerShell installations directly:
- Windows 11
- Windows 10
- Windows 8.1
- Windows 7 SP1
To install PowerShell on Windows 11, navigate to the Microsoft Store and search for “PowerShell”. Select the latest version and click “Install”.
Check out How to Update PowerShell on Windows 11?
Launch PowerShell
To launch PowerShell, use the search function in the Windows taskbar, type PowerShell, and select the application. Alternatively, press Win + X and select “Windows PowerShell” from the menu. In Windows 10, accessing PowerShell is straightforward with these steps:
- Type “PowerShell” in the Start menu.
- Right-click on Windows PowerShell.
- Select “Run as administrator” for elevated permissions.
To find the PowerShell version, type $PSVersionTable.PSVersion within the PowerShell environment and press Enter. This command outputs the version information
Use PowerShell ISE or Visual Studio Code for a more advanced scripting environment. To start PowerShell ISE, type powershell_ise.exe in the elevated Windows PowerShell.
Visual Studio Code offers a rich environment for PowerShell. Install the PowerShell extension from the Extensions view in Visual Studio Code. This allows you to write, debug, and run scripts efficiently.
PowerShell is also available across platforms, including Linux and MacOS. On these systems, install PowerShell 7 to access a similar feature set as on Windows. To install PowerShell on Linux, use commands like:
sudo apt-get install -y powershellOn MacOS, use:
brew install --cask powershellLaunch PowerShell by typing pwsh in the terminal on both Linux and MacOS after installation.
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- How to Get Computer Name in PowerShell?
- How to Kill a Process If It Is Running in PowerShell?
PowerShell Commands and Scripts
PowerShell scripting is a powerful tool for task automation and configuration management. To get started, you must understand its syntax, cmdlets, parameters, and script execution.
PowerShell Syntax
PowerShell uses a specific syntax that is essential for writing scripts. The basic components include commands, keywords, and symbols. Cmdlets (pronounced “command-lets”) are built-in commands within PowerShell. They follow the Verb-Noun format, such as Get-Process.
Scripts are saved with a .ps1 extension. Commenting is done using # for single-line comments. Proper indentation and clear commands help in creating readable scripts. Variables are denoted with $, making them easy to identify.
PowerShell Cmdlets and Parameters
Cmdlets are the basic building blocks in PowerShell scripting. Each cmdlet has a specific purpose and can be combined to perform complex tasks.
Here are a few useful PowerShell commands.
Get-Command: Lists all cmdlets, functions, workflows, etc.Get-Help: Provides help for a specific cmdlet.Set-ExecutionPolicy: Changes the user’s execution policy.Get-Service: Retrieves the status of services on a machine.Get-Item: Retrieves items from a specified location.
Check out How to Prompt for Input in PowerShell? and PowerShell Prompt for Input Yes/No
Commands for Managing Files and Directories
PowerShell cmdlets can handle file and directory management with ease.
- Get-ChildItem lists files and directories within a specified location. It can filter results using parameters like
-Recurseto include all subdirectories. For example,Get-ChildItem -Path "C:\Users" -Recurseshows all files and folders under the Users directory. - Copy-Item copies files or directories from one location to another. Using
Copy-Item -Path "C:\File.txt" -Destination "D:\Backup"creates a backup of File.txt. - Move-Item moves files or directories. For instance,
Move-Item -Path "C:\File.txt" -Destination "D:\Documents"relocates File.txt to the Documents folder. - Remove-Item deletes files or directories. The command
Remove-Item -Path "C:\OldFile.txt"permanently removes OldFile.txt from the system.
Check out tutorials on working with files and folders using PowerShell.
Run PowerShell Commands and Scripts
To run a command in PowerShell, one types the command name followed by its parameters and arguments. Running scripts is similar but requires pointing PowerShell to the script’s location.
For example, .\MyScript.ps1 executes a script named MyScript.ps1 located in the current directory.
To run a script from a different directory:
C:\Scripts\MyScript.ps1What is the PowerShell Execution Policy
PowerShell includes several security features to protect your system. One key feature is the execution policy. This controls how scripts can be run on your computer. The main goal is to stop scripts from running without your permission.
There are several execution policies you can choose from:
- Restricted: No scripts can run.
- All Signed: Only scripts signed by a trusted publisher can run.
- Remote Signed: Downloaded scripts must be signed by a trusted publisher.
- Unrestricted: Any script can run, but you’ll get a warning before it runs.
To change the execution policy, use the Set-ExecutionPolicy cmdlet. For example, to set the policy to Remote Signed, type:
Set-ExecutionPolicy RemoteSignedRemember, changing the execution policy might expose the system to security risks. Before modifying the execution policy, one should always ensure scripts are from a trusted source.
- The File Is Not Digitally Signed You Cannot Run This Script On The Current System in PowerShell
- Fix “PowerShell Running Scripts is Disabled on This System” Error
Here are a few basic PowerShell tutorials:
- Best PowerShell Extensions for Visual Studio Code (2025)
- PowerShell: Where-Object vs Select-Object
- PowerShell Where-Object
- PowerShell ForEach-Object
- PowerShell ForEach-Object vs ForEach
- PowerShell Where-Object vs Filter
- Filter Empty Values Using PowerShell Where-Object Cmdlet
- Filter Unique Objects in PowerShell with Where-Object
- PowerShell Where-Object for Null or Empty Values
- PowerShell where-object starts with
- PowerShell where-object regex
- PowerShell Where-Object -NotLike Operator
- PowerShell Where-Object Contains Examples
- PowerShell where-object multiple conditions
- PowerShell Where-Object in List
- PowerShell Where-Object Between Two Dates
- PowerShell Where-Object Does Not Match
- PowerShell Where-Object Count
- PowerShell where-object in array
- PowerShell where-object not equal
- PowerShell foreach where-object example
- How to Create Objects in PowerShell?
- PowerShell ForEach
- PowerShell Not Equal Operator
- How to Get the Type of an Object in PowerShell?
- How to Break Out of ForEach Loops in PowerShell?
PowerShell Scripting Essentials
Before writing any PowerShell scripts, you should understand the basics of PowerShell programming. These elements include handling data types and variables, using control structures for decision-making, and managing errors and debugging scripts.
Data Types and Variables
In PowerShell, variables are used to store data that can be used and manipulated throughout the script. Variables are defined using the $ symbol. For example, $name = "John" assigns the string “John” to the variable $name.
PowerShell supports several data types:
| Data Type | Description | Example |
|---|---|---|
| String | Text enclosed in quotes. | $name = "John Doe" |
| Integer | Whole numbers. | $age = 30 |
| Double | Floating-point numbers. | $price = 12.99 |
| Array | A collection of items, accessible by index | $colors = 'red', 'blue' |
| Boolean | True or false value | $fileExists = $true |
| Hashtable | Collection of key/value pairs | $person = @{Name="John"; Age=42} |
Using data types and variables helps write efficient and readable scripts.
Read PowerShell Functions: Return Values and Multiple Values
PowerShell Control Structures
Control structures allow scripts to make decisions and repeat actions based on specified conditions. In PowerShell, conditional statements like if, else, and elseif are commonly used. For instance:
if ($age -ge 18) {
Write-Output "Adult"
} else {
Write-Output "Minor"
}Here are some PowerShell if else tutorials:
- How to Use if-else Statements in PowerShell?
- PowerShell If-Else String Comparison
- Multiple Conditions in PowerShell If Else Statement
- PowerShell If Else Statement to Check if a Number is Between Two Values
- How to Use Exclamation Mark in PowerShell If Statements?
- PowerShell If-Else Statements with OR Condition
- PowerShell If and
Loops in PowerShell
PowerShell offers several types of loops that allow you to repeat tasks efficiently. These include the For Loop, Foreach Statement, While Loop, and Do-While and Do-Until Loops.
The For Loop
The For Loop in PowerShell is ideal for iterating a set number of times. It uses a counter to keep track of the iterations.
Syntax:
for (<initialization>; <condition>; <increment>) {
<script block>
}Example:
for ($i = 1; $i -le 5; $i++) {
Write-Output "Iteration $i"
}In this example, the loop runs five times. The initialization sets the counter, the condition checks if the loop should continue, and the increment updates the counter.
The Foreach Statement
The Foreach Statement in PowerShell is best for iterating over collections, like arrays or hash tables. It processes each item in the collection one by one.
Syntax:
foreach ($item in $collection) {
<script block>
}Example:
$names = @("Alice", "Bob", "Charlie")
foreach ($name in $names) {
Write-Output "Hello, $name"
}This loop writes a greeting for each name in the array. It’s simple to use and ideal for tasks involving multiple items, each requiring the same operation.
The While Loop
In PowerShell, the While Loop continues running as long as its condition is true. It checks the condition before each iteration.
Syntax:
while (<condition>) {
<script block>
}Example:
$i = 0
while ($i -lt 3) {
Write-Output "Count is $i"
$i++
}Here, the loop stops when $i reaches 3. It is often used for tasks where the number of iterations isn’t known beforehand but depends on some condition.
The Do-While and Do-Until Loops
The Do-While and Do-Until Loops in PowerShell are similar, but they check the condition after the loop body executes. This guarantees at least one execution of the loop block.
Syntax for Do-While:
do {
<script block>
} while (<condition>)Syntax for Do-Until:
do {
<script block>
} until (<condition>)Example of Do-While:
$i = 0
do {
Write-Output "Count is $i"
$i++
} while ($i -lt 3)Example for Do-Until:
$i = 0
do {
Write-Output "Count is $i"
$i++
} until ($i -eq 3)In these examples, the body of the loop executes first, and then the condition is checked.
Error Handling and Debugging
Error handling in PowerShell is crucial to ensure scripts run smoothly even when issues occur. PowerShell provides several ways to manage errors:
- Try/Catch: Encloses code that might fail with
tryand handles errors withcatch. Example:
try {
$fileContent = Get-Content "C:\MyFile.txt"
} catch {
Write-Output "File not found"
}- Error Variable:
$Errorstores error messages from the most recent command. Example:Get-Content "C:\MyFile.txt"followed by$Error[0]shows the latest error.
Debugging tools are essential to find and fix issues in a PowerShell script. The Write-Debug cmdlet prints custom debug messages when the script is run in debug mode. Breakpoints can be set to pause execution and inspect variables.
PowerShell ISE and Visual Studio Code
Developers can write PowerShell scripts using the PowerShell Integrated Scripting Environment (ISE) or Visual Studio Code (VS Code) with the PowerShell extension.
- PowerShell ISE: A built-in tool that offers a GUI for script development, with features such as syntax coloring, tab completion, and context-sensitive help.
- Visual Studio Code: A sophisticated editor that supports PowerShell through a dedicated extension. This extension adds advanced functionalities like IntelliSense, debugging, and code navigation.
- VS Code Extensions: Enhance the scripting experience with extra features. C# extension can be utilized for seamless .NET coding.
These are essential tools that you should use to write your PowerShell scripts.

Best Practices While Running Any PowerShell Script
While running a script in PowerShell, you should follow some best practices. Here are a few things to follow:
- Use AllSigned or RemoteSigned policies to ensure a balance between security and flexibility.
- When running scripts from internet sources, always review the code before execution to confirm its safety, even if it is signed.
- Regularly check execution policies using
Get-ExecutionPolicyto ensure they have not been altered unexpectedly. - Understand that the execution policy is not a definitive security measure but a part of a defense-in-depth strategy. Additional layers of security, such as antivirus software and user permissions, should also be in place to safeguard the system effectively.
PowerShell Providers and Modules
PowerShell Providers are a set of interfaces that allow access to different data stores. These data stores include the file system, registry, and certificate store.
Providers make it easier to navigate and manipulate these stores using a consistent cmdlet format, such as Get-ChildItem and Set-Item.
Examples of PowerShell Providers:
- FileSystem: Access the file system.
- Registry: Access the registry keys and values.
- Certificate: Access X.509 certificates.
PowerShell Modules are collections of cmdlets, functions, providers, and other tools that help automate tasks. Modules make it easy to share and use toolsets.
Popular Modules:
- ActiveDirectory: Manage Active Directory.
- Azure: Manage Azure resources.
- PSReadLine: Enhance the command-line experience.
To see all available modules on your system, use the command:
Get-Module -ListAvailableTo import a module for use in your session:
Import-Module <ModuleName>To create a custom module, place your scripts in a .psm1 file and load it with Import-Module.
Benefits of Using Modules:
- Modularity: Separate functionalities into distinct modules.
- Reusability: Easily reuse scripts across different projects.
- Versioning: Manage different versions of a module.
Example Commands:
- Get-Module: List the modules.
- Import-Module: Load a module.
- New-Module: Create a new module.
Read PowerShell Function Examples with Parameters
PowerShell for System Administration
PowerShell is a powerful tool for automating many administrative tasks on Windows. It manages Windows services, handles system and network administration, and works with Active Directory.
Manage Windows Services
To work with Windows services, PowerShell provides a lot of useful commands like:
- Get-Service: To get the status of services. The Get-Service command lets administrators list all services or filter by specific criteria
- Start-Service: To start any Windows services
- Stop-Service to stop them. This helps in controlling services without needing to use the graphical interface.
System and Network Administration
PowerShell offers various cmdlets for system and network administration. Here are a few:
- Get-Process is useful for viewing running processes.
- Stop-Process to terminate processes that aren’t responding.
- Test-Connection to ping a network
- Get-ComputerInfo to get system information
Working with Active Directory
PowerShell provides a lot of commands to work with active directories (AD). Active Directory (AD) is essential for user and resource management. Here are a few commands:
- Get-ADUser for retrieving user information
- New-ADUser for creating new users
- Get-ADGroup is used to get all AD groups
- Add-ADGroupMember is used to get members from an AD group.
As an administrator, you can also do bulk operations like user creation, group management, and permissions assignment.
Remote Management with PowerShell
Remote management in PowerShell allows users to execute commands and manage systems from a central location.
What is PowerShell Remoting
PowerShell Remoting is a feature that allows users to run commands on remote machines. It is essential for managing multiple computers without needing physical access.
To enable remoting, use the Enable-PSRemoting cmdlet.
This sets up your machine to receive remote commands.
For running a command on multiple computers, the Invoke-Command cmdlet is used. An example command is:
Invoke-Command -ComputerName Server01, Server02 -ScriptBlock { Get-UICulture }This retrieves the UI culture settings from both Server01 and Server02.
The Enter-PSSession cmdlet allows users to start an interactive session with a remote computer. It’s ideal when you need to execute multiple commands interactively:
Enter-PSSession -ComputerName Server01Ensure only authorized users can access remote management and always use encrypted connections.
Using Remote Sessions and Jobs
Managing remote systems efficiently can involve using remote sessions and background jobs. Remote sessions keep connections to remote machines active, which is useful for ongoing management tasks.
The New-PSSession cmdlet creates a persistent connection:
$session = New-PSSession -ComputerName Server01Commands can then be run using this session:
Invoke-Command -Session $session -ScriptBlock { Get-Process }Background jobs are useful for tasks that don’t need to be monitored actively. The Start-Job cmdlet runs commands in the background:
Start-Job -ScriptBlock { Get-EventLog -LogName System }Check the status of these jobs with Get-Job and retrieve their results using Receive-Job:
Get-Job
Receive-Job -Id 1As a PowerShell administrator, you can use remote management and automation to reduce the time and effort needed for routine tasks.
PowerShell Tutorials For Beginners
Here is the list of PowerShell tutorials for beginners.
- PowerShell Switch Statement
- PowerShell Switch Statement with Multiple Conditions
- How to Use Wildcards in PowerShell Switch?
- PowerShell Switch Parameter
- PowerShell Switch Case with Regex
- PowerShell Switch String Contains
- PowerShell Switch Statement with Greater Than Conditions
- How to Use Multiple Conditions in Do-While Loop in PowerShell?
- PowerShell Like Operator
- PowerShell -contains Operator
- How to Use -and Operator in PowerShell?
- PowerShell Not Operator
- PowerShell Comparison Operators
- PowerShell Logical Operators
- PowerShell Arithmetic Operators
- PowerShell Filter Operators
- PowerShell Match Operator Examples
- How to Generate Random Numbers in PowerShell?
- PowerShell Random Password Generator
- PowerShell Random Word Generator
- How to Escape Ampersands in URLs with PowerShell?
- How to Escape Single Quotes in PowerShell?
- PowerShell Single vs Double Quotes
- How to Escape Dollar Signs in PowerShell?
- PowerShell Format-Table
- PowerShell Format-Table Column Width
- How to Use Sort With Format-Table in PowerShell?
- How to Create a Table with Headers in PowerShell?
- How to Export Table to CSV in PowerShell?
- How to Create Tables with Multiple Columns in PowerShell?
- How to Create an HTML Table in PowerShell?
- How to Convert HTML to PDF in PowerShell?
- How to Wait for a Command to Finish in PowerShell?
- PowerShell Write-Host
- PowerShell Write-Host vs Write-Output
- 100 PowerShell Interview Questions and Answers
- PowerShell Write-Host vs Echo
- PowerShell Write-Host vs Write-Error
- PowerShell Write-Host vs Write-Information
- PowerShell Write-Host vs Write-Verbose
- PowerShell Write-Host vs Out-Host
- PowerShell Write-Output
- PowerShell Select-Object
- PowerShell Select-Object Without Header
- PowerShell Select-Object -Unique
- PowerShell Select-Object -First
- PowerShell Select-Object Value Only
- PowerShell Compare-Object
- How to Use PowerShell Get-Process?
- How to Use PowerShell Read-Host?
- How to Use PowerShell Read-Host with Default Values?
- How to Use PowerShell Read-Host to Enter Multiple Lines?
- How to Securely Handle Passwords with PowerShell Read-Host?
- How to Prompt for Yes/No Input in PowerShell Using Read-Host?
- PowerShell Sort-Object
- How to Get the Windows Version Using PowerShell?
- How to Get HP Laptop Model and Serial Number Using PowerShell?
- How to Rename a Computer Using PowerShell?
- How to List Local Administrators Using PowerShell?
- How to List All Environment Variables in PowerShell?
- How to List USB Devices Using PowerShell?
- How to Get a List of Installed Programs Using PowerShell?
- How to List Drives in PowerShell?
- How to List Printers Using PowerShell?
- How to Get Windows Activation Status Using PowerShell?
- How to Get Window Titles Using PowerShell?
- How to Get Windows Services Using PowerShell?
- How to Get and Set Window Size in PowerShell?
- How to Uninstall Firefox Using PowerShell?
- How to Set Proxy in PowerShell?
- How to Uninstall Microsoft Edge Using PowerShell?
- How to Uninstall a Program with PowerShell?
- How to Enable Remote Desktop Using PowerShell?
- How to Enable WinRM (Windows Remote Management) Using PowerShell?
- How to Find Installed Software Using PowerShell?
- How to Find Logged In User Using PowerShell?
- How to Create a GUID in PowerShell?
- How to Set Default Browser Using PowerShell?
- How to Retrieve Your Windows Product Key Using PowerShell?
- How to Get Windows Event Logs using PowerShell?
- How to Enable PowerShell Logging?
- Create a Hashtable in PowerShell
- How to Find Strings in PowerShell Hash Tables?
- How to Create a Registry Key with PowerShell If It Does Not Exist?
- How to Create and Use Dictionaries in PowerShell?
- How to Create a Credential Object in PowerShell?
- How to Create a PowerShell Module?
- How to Create Custom Objects in PowerShell?
- Create a Local Admin Account Using PowerShell
- How to Disable Windows Firewall Using PowerShell?
- Create a Self-Signed Certificate Using PowerShell
- Create Desktop Shortcuts with Custom Icons Using PowerShell
- How to Create a Shortcut to a Folder Using PowerShell?
- How to Get Computer Information Using PowerShell?
- How to Keep Your Screen Active with a PowerShell Script?
- PowerShell to Get the Current Logged On User on a Remote Computer
- How to Disable Local User Computer Accounts Using PowerShell?
- How to Change Wallpaper with PowerShell?
- Rename a Windows Computer Using PowerShell
- Change Windows 11 Desktop Background Color with PowerShell?
- How to Set Service to Automatic Using PowerShell?
- How to Get an IP Address Using PowerShell in Windows?
- How to Install Snipping Tool in Windows 11 Using PowerShell?
- How to Disable Windows Defender Using PowerShell?
- How to Install Git on Windows Using PowerShell?
- Restart a Windows Service Using PowerShell
- How to Get Windows Update History Using PowerShell?
- How to Install RSAT in Windows 11 Using PowerShell
- How to Delete User Profiles Older Than 30 Days Using PowerShell?
- How to Find HP Laptop Product Number Using PowerShell or Command Prompt?
- How to Install .NET Framework 3.5 Using PowerShell?
- Install Windows Updates Using PowerShell
- Check for Windows Updates Using PowerShell
- Windows PowerShell vs CMD
- How to List Windows Features Using PowerShell?
- Windows Terminal vs PowerShell
- How to Get Default Browser Using PowerShell?
- How to Set the Time Zone Using PowerShell in Windows
- Set Password for Local User in Windows 11 Using PowerShell
- Set Password Never Expires for Local User Using PowerShell
- Set the Default Printer Using PowerShell in Windows
- Add a Computer to a Domain Using PowerShell
- How to Remove a Computer from a Domain Using PowerShell
- Show Logged-In Users with PowerShell
- How to Track User Login History on Windows Using PowerShell
- How to Open PowerShell in a Folder?
- How to Generate SSH Keys with PowerShell
- How to Delete User Profiles Using PowerShell in Windows 11?
- PowerShell Throw Exception with Message
- PowerShell Start-Process [With Real-World Examples]
- PowerShell Not Equal
- PowerShell Curl
- How to List Installed PowerShell Modules
- How to List Local Users with PowerShell
- How to List Running Services in PowerShell
- PowerShell Greater Than or Equal
- How to Get the Current Username in PowerShell on MacBook Pro
- How to List Scheduled Tasks with PowerShell
- PowerShell Get MacBook Pro Serial Number
- Get Your MacBook Pro Model Number Using PowerShell
- Get MacBook Pro Battery Health Using PowerShell
- PowerShell Round to 2 Decimal Places
- PowerShell Round to Nearest Whole Number
- PowerShell Measure-Object 2 Decimal Places
- PowerShell Convert XML to Object
- How to Convert Unicode to ASCII using PowerShell
- Convert Char to Int using PowerShell
- How to Get .NET Version Using PowerShell?
- How to Check Hard Drive Space using PowerShell?
- How to Check if a Module Is Installed using PowerShell?
- PowerShell Send Email to Multiple Recipients
- PowerShell Kill Process by Name
- RPC Server is Unavailable Error in PowerShell
- How to Find OU of a Computer Using PowerShell?
- PowerShell Get-WindowsAutoPilotInfo
- How to Enable BitLocker with PowerShell?
- How to Find SQL Server Instances using PowerShell?
- install-module is not recognized as an internal or external command operable program or batch file
- How to Get Last Reboot Time Using PowerShell?
- PowerShell Find IP from MAC Address
- How to Find Ports in Use using PowerShell?
- PowerShell Find Location of Executable
- Why Does Windows PowerShell Keep Popping Up?
- How to Find Unquoted Service Paths with PowerShell?
- How to Find and Remove Stale Computer Objects in Active Directory with PowerShell?
- How to Check if a Port is Open Using PowerShell?
- How to Clear PowerShell History
- PowerShell Import-CSV Foreach [With Examples]
- PowerShell Ternary Operator – With Practical Examples
- PowerShell Question Mark Operator (With Examples)
- How to Check if a Process is Running in PowerShell
- PowerShell If Greater Than 0
- PowerShell Write-Host Color [With Examples]
- How to Get Free Disk Space Using PowerShell
- How to Get HP BIOS Version Using PowerShell
- How to Get HP BIOS Settings Using PowerShell
- How to Get BIOS Serial Number Using PowerShell
- How to Get BIOS Version Using PowerShell
Conclusion
I hope this guide will help you learn PowerShell as a beginner.