Applying some of Marios feedback to this markdown also

scripts/linux/README.md

@@ -19,7 +19,7 @@ sudo usermod -aG docker $USER ; exit
 3. __Obtain a license file for Riallto.__
 Please follow the [guide here](https://riallto.ai/prerequisites-aie-license.html#prerequisites-aie-license)
 
-4. __Disable secure boot from your bios settings.__ For now we are using an unsigned kernel version requiring that secure boot is disabled before it can be used. To disable secure boot there is a [guide](https://learn.microsoft.com/en-us/windows-hardware/manufacture/desktop/disabling-secure-boot?view=windows-11) from Microsoft here, but often the steps depend on your hardware manufacturer.
+4. __Disable secure boot from your BIOS settings.__ For now we are using an unsigned kernel version requiring that secure boot is disabled before it can be used. To disable secure boot there is a [guide](https://learn.microsoft.com/en-us/windows-hardware/manufacture/desktop/disabling-secure-boot?view=windows-11) from Microsoft here, but often the steps depend on your hardware manufacturer.
 
 5. __Run `./setup_riallto_linux.sh <your license file>`.__
 This command will check the kernel version and if the xdna-driver has been installed. If the kernel is not 6.10 or the NPU device drivers are missing it will build them within a docker and install them on the host machine. This takes about 10 minutes to run and after completing successfully the user will be asked to restart.
@@ -30,7 +30,7 @@ To finish upgrading the kernel to `6.10`.
 7. __Re run the `./setup_riallto_linux.sh <your license file>` script.__
 This will build the Riallto docker and will take about 20 minutes.
 
-## Testing the installation
+## Running Riallto / Running Tests
 Inside this directory there are a few scripts.
 
 * `launch_jupyter.sh` - will launch a jupyterlab server from a docker container allowing you to use Riallto notebooks.