Here's a little script I've got for connecting to a Powershell session in MSOnline or Office365.
Import-Module MSOnline
# Imports the O365 Commandlets
$CloudCredential=Get-Credential -Credential "username"
# Saves your User name and password
$CloudSession = New-PSSession -ConfigurationName Microsoft.Exchange -ConnectionUri "https://ps.outlook.com/powershell/" -Credential $CloudCredential -Authentication Basic -AllowRedirection -WarningAction SilentlyContinue
Import-PSSession $CloudSession -Prefix 365
# Sets the O365 Commands to start with 365
Connect-MsolService -Credential $CloudCredential
# Connects to O365 services
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