This used to be in Woocommerce > Settings, but they randomly decided to move it to the following:

• Appearance
• Customise
• Woocommerce
• Product Catalogue
• Default Product Sorting

Change the option in the drop down above to make whatever changes you need to.

You can also change the default products per row and what the categories show from here.