try installing DotNetCore.1.0.1-VS2015Tools.Preview2.0.2.exe after downloading from https://visualstudiogallery.msdn.microsoft.com/c94a02e9-f2e9-4bad-a952-a63a967e3935
and disconnect internet in between(my internet disconnected due to power cut problem).
When i tried after internet is back i got this screen

usually it should repair this or if i try to uninstall it should uninstall it.
But when i try to repair it it gives me this error

and when i click on ok it shows this screen

log file:
dd_DotNetCoreTools__20160923081633.txt
and if i try to uninstall it from the same screen it just shows a loader for half second and nothing else get done.
If i try to uninstall it from control panel

it just uninstalling SDK not the previewing tool.
dotnet --info output:
TFS Bug#275715
I can't uninstall it because I no longer have the exe.
The only one I can find is DotNetCore.1.0.1-VS2015Tools.Preview2.0.3
It opens a dialog asking for the 2.0.2 exe and fails. So annoying.
I have uninstall vs2015 and reinstall vs2017, but how to uninstall DotNetCore.1.0.1-VS2015Tools.Preview2.0.2, Not wanting to reinstall Visual Studio 2015 to uninstall the core tools, any solution?

I found a link to download 2.0.2.
After I downloaded 2.0.2 I was able to uninstall it.
Please Microsoft, if you are going to require the original media before it is released, at least keep links to previous versions alongside the current version. Or somewhere else easily located.
Thank you so much @bhrgunatha , that solved it for me too - had the same issue.
And the link for 2.0.2 is here:
Thanks for your solution!
Trying to uninstall 2.0.2 via https://download.microsoft.com/download/5/5/7/557D02A5-C3D0-4EF6-A570-4F75CD0DA5BF/DotNetCore.1.0.1-VS2015Tools.Preview2.0.2.exe results in a loop showing the message "The specified account already exists."
Log:
[2880:1D60][2017-05-01T12:11:31]i300: Apply begin
[2880:1D60][2017-05-01T12:11:31]i010: Launching elevated engine process.
[2880:1D60][2017-05-01T12:11:32]i011: Launched elevated engine process.
[2880:1D60][2017-05-01T12:11:33]i012: Connected to elevated engine.
[2DDC:081C][2017-05-01T12:11:33]i358: Pausing automatic updates.
[2DDC:081C][2017-05-01T12:11:33]i359: Paused automatic updates.
[2DDC:081C][2017-05-01T12:11:33]i360: Creating a system restore point.
[2DDC:081C][2017-05-01T12:11:33]i361: Created a system restore point.
[2DDC:081C][2017-05-01T12:11:33]i371: Updating session, registration key: SOFTWARE\Microsoft\Windows\CurrentVersion\Uninstall\{b837b432-47cc-42bf-88e4-876d726dfb7c}, resume: Active, restart initiated: No, disable resume: No
[2DDC:2A34][2017-05-01T12:11:33]i304: Verified existing payload: SetupBlocked_Uninstall at path: C:\ProgramData\Package Cache\f6ab3189-3f41-3870-8787-935587a74e99\SetupBlocked_rc2_53.exe.
[2DDC:081C][2017-05-01T12:11:33]i301: Applying execute package: SetupBlocked_Uninstall, action: Uninstall, path: C:\ProgramData\Package Cache\f6ab3189-3f41-3870-8787-935587a74e99\SetupBlocked_rc2_53.exe, arguments: '"C:\ProgramData\Package Cache\f6ab3189-3f41-3870-8787-935587a74e99\SetupBlocked_rc2_53.exe"'
[2880:1D60][2017-05-01T12:11:33]i319: Applied execute package: SetupBlocked_Uninstall, result: 0x0, restart: None
[2DDC:081C][2017-05-01T12:11:33]i326: Removed dependency: {b837b432-47cc-42bf-88e4-876d726dfb7c} on package provider: Microsoft.WebTools_VisualStudio14_enu,v14, package WebToolsExtensionsVS14
[2DDC:081C][2017-05-01T12:11:33]i301: Applying execute package: WebToolsExtensionsVS14, action: Uninstall, path: (null), arguments: ' ARPSYSTEMCOMPONENT="1" MSIFASTINSTALL="7" SKIP_SETUP="1"'
[2DDC:081C][2017-05-01T12:11:38]e000: Error 0x80070643: Failed to uninstall MSI package.
[2DDC:081C][2017-05-01T12:11:38]e000: Error 0x80070643: Failed to execute MSI package.
[2880:1D60][2017-05-01T12:11:38]e000: Error 0x80070643: Failed to configure per-machine MSI package.
[2880:1D60][2017-05-01T12:11:38]w348: Application requested retry of package: WebToolsExtensionsVS14, encountered error: 0x80070643. Retrying...
[2DDC:081C][2017-05-01T12:11:41]i301: Applying execute package: WebToolsExtensionsVS14, action: Uninstall, path: (null), arguments: ' ARPSYSTEMCOMPONENT="1" MSIFASTINSTALL="7" SKIP_SETUP="1"'
[2DDC:081C][2017-05-01T12:11:50]e000: Error 0x80070643: Failed to uninstall MSI package.
[2DDC:081C][2017-05-01T12:11:50]e000: Error 0x80070643: Failed to execute MSI package.
[2880:1D60][2017-05-01T12:11:50]e000: Error 0x80070643: Failed to configure per-machine MSI package.
[2880:1D60][2017-05-01T12:11:50]w348: Application requested retry of package: WebToolsExtensionsVS14, encountered error: 0x80070643. Retrying...
[2DDC:081C][2017-05-01T12:11:53]i301: Applying execute package: WebToolsExtensionsVS14, action: Uninstall, path: (null), arguments: ' ARPSYSTEMCOMPONENT="1" MSIFASTINSTALL="7" SKIP_SETUP="1"'
[2DDC:081C][2017-05-01T12:12:25]e000: Error 0x80070643: Failed to uninstall MSI package.
[2DDC:081C][2017-05-01T12:12:25]e000: Error 0x80070643: Failed to execute MSI package.
[2880:1D60][2017-05-01T12:12:25]e000: Error 0x80070643: Failed to configure per-machine MSI package.
[2880:1D60][2017-05-01T12:12:25]w348: Application requested retry of package: WebToolsExtensionsVS14, encountered error: 0x80070643. Retrying...
[2DDC:081C][2017-05-01T12:12:28]i301: Applying execute package: WebToolsExtensionsVS14, action: Uninstall, path: (null), arguments: ' ARPSYSTEMCOMPONENT="1" MSIFASTINSTALL="7" SKIP_SETUP="1"'
[2DDC:081C][2017-05-01T12:12:32]e000: Error 0x80070643: Failed to uninstall MSI package.
[2DDC:081C][2017-05-01T12:12:32]e000: Error 0x80070643: Failed to execute MSI package.
[2880:1D60][2017-05-01T12:12:32]e000: Error 0x80070643: Failed to configure per-machine MSI package.
[2880:1D60][2017-05-01T12:12:32]i319: Applied execute package: WebToolsExtensionsVS14, result: 0x80070643, restart: None
[2880:1D60][2017-05-01T12:12:32]e000: Error 0x80070643: Failed to execute MSI package.
[2DDC:081C][2017-05-01T12:12:32]i318: Skipped rollback of package: WebToolsExtensionsVS14, action: Install, already: Present
[2880:1D60][2017-05-01T12:12:32]i319: Applied rollback package: WebToolsExtensionsVS14, result: 0x0, restart: None
[2DDC:081C][2017-05-01T12:12:32]i325: Registering dependency: {b837b432-47cc-42bf-88e4-876d726dfb7c} on package provider: Microsoft.WebTools_VisualStudio14_enu,v14, package: WebToolsExtensionsVS14
[2DDC:081C][2017-05-01T12:12:32]i372: Session end, registration key: SOFTWARE\Microsoft\Windows\CurrentVersion\Uninstall\{b837b432-47cc-42bf-88e4-876d726dfb7c}, resume: ARP, restart: None, disable resume: No
[2DDC:081C][2017-05-01T12:12:32]i371: Updating session, registration key: SOFTWARE\Microsoft\Windows\CurrentVersion\Uninstall\{b837b432-47cc-42bf-88e4-876d726dfb7c}, resume: ARP, restart initiated: No, disable resume: No
[2880:1D60][2017-05-01T12:12:32]i399: Apply complete, result: 0x80070643, restart: None, ba requested restart: No
Pay attention on the "Processing: XXXXXXXXX" area, in my case was on the WebToolsExtension where the unistall process block and the error appears.
Is necessary to uninstall that program manually. Search that program in "C:\ProgramData\Package Cache" folder, and then right click and unistall.
In my case: WebToolsExtensions
@AdrianPT Thank you for this hint. This solved my uninstalling issue of "The specified account already exists.".
@AdrianPT thank you!! this resolve my problem when nothing else worked.
Most helpful comment
Pay attention on the "Processing: XXXXXXXXX" area, in my case was on the WebToolsExtension where the unistall process block and the error appears.
Is necessary to uninstall that program manually. Search that program in "C:\ProgramData\Package Cache" folder, and then right click and unistall.
In my case: WebToolsExtensions
