diff --git a/tutorials/vision/gettingStarted/compilingAdvanced.md b/tutorials/vision/gettingStarted/compilingAdvanced.md
index 83a2566e2..4fae624dd 100644
--- a/tutorials/vision/gettingStarted/compilingAdvanced.md
+++ b/tutorials/vision/gettingStarted/compilingAdvanced.md
@@ -33,7 +33,7 @@ set PATH=%PATH%;%ELL_ROOT%\external\swigwintools.3.0.12\tools\swigwin-3.0.12
 ```
 Then run:
 ```
-swig -python -modern -c++ -Fmicrosoft -py3 -outdir . -c++ -I%ELL_ROOT%/interfaces/common/include -I%ELL_ROOT%/interfaces/common -I%ELL_ROOT%/libraries/emitters/include -o _darknetReferencePYTHON_wrap.cxx darknetReference.i
+swig -python -modern -c++ -Fmicrosoft -py3 -outdir . -c++ -I%ELL_ROOT%\interfaces\common\include -I%ELL_ROOT%\interfaces\common -I%ELL_ROOT%\libraries\emitters\include -o _darknetReferencePYTHON_wrap.cxx darknetReference.i
 ```
 This should be quick.  Next we run `llc` to compile the IR language generated by compile step above
 into a .obj linkable module.  This means we need to be able to find llc:
@@ -42,7 +42,7 @@ set PATH=%PATH%;%ELL_ROOT%\external\LLVMNativeWindowsLibs.x64.3.9.1\build\native
 ```
 Then run this:
 ```
-llc -filetype=obj _darknetReference.ll -march x86-64
+llc -filetype=obj darknetReference.ll -march x86-64
 ```
 *Note:* the machine architecture we chose there means you need to be running it on 64 bit Windows.
 `llc` supports many other targets, including what we need to run on Raspberry Pi.