Connect-SPOService -Url https://mstalk-admin.sharepoint.com 
Connect-SPOService : The term 'Connect-SPOService' is not recognized as the name of a cmdlet, function, script file, or operable program. Check the spelling of the name, or if a path was included, verify that the path is correct and try again.
At line:1 char:1
+ Connect-SPOService -Url https://mstalk-admin.sharepoint.com
+ ~~~~~~~~~~~~~~~~~~
    + CategoryInfo          : ObjectNotFound: (Connect-SPOService:String) [], CommandNotFoundException
+ FullyQualifiedErrorId : CommandNotFoundException

If you are getting above exception when trying to connect to SharePoint Online than it means that SharePoint Online PowerShell module is not installed on the machine where you are trying to run the cmdlet. It could happen when you trying to connect SharePoint online using PowerShell for the first time or it could also happen sometimes when you are working on different machines and get above error message.

This error |” Connect-SPOService : The term ‘Connect-SPOService’ is not recognized as the name of a cmdlet” came because because the “Connect-SPOService” cmdlet is part of SharePoint Online Management Shell (or SharePoint Online PowerShell Module), and PowerShell cmdlet is unable to load it.

Solution

You need to install SharePoint online PowerShell module to the machine where you are executing the the cmdlet. You can download it using below URL.

https://www.microsoft.com/en-us/download/details.aspx?id=35588

After the installation, close the PowerShell cmdlet window and open it again and try to run the Connect-SPOService again.

Adnan, a distinguished professional, boasts an impressive track record as a Microsoft MVP, having achieved this prestigious recognition for the eighth consecutive year since 2015. With an extensive career spanning over 18 years, Adnan has honed his expertise in various domains, notably excelling in SharePoint, Microsoft 365, Microsoft Teams, the .Net Platform, and Microsoft BI. Presently, he holds the esteemed position of Senior Microsoft Consultant at Olive + Goose. Notably, Adnan served as the MCT Regional Lead for the Pakistan Chapter from 2012 to 2017, showcasing his leadership and commitment to fostering growth within the tech community. His journey in the realm of SharePoint spans 14 years, during which he has undertaken diverse projects involving both intranet and internet solutions for both private and government sectors. His impact has transcended geographical boundaries, leaving a mark on projects in the United States and the Gulf region, often collaborating with Fortune 500 companies. Beyond his roles, Adnan is a dedicated educator, sharing his insights and knowledge as a trainer. He also passionately advocates for technology, frequently engaging with the community through speaking engagements in various forums. His multifaceted contributions exemplify his dedication to the tech field and his role in driving its evolution.

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