Information on creating your custom twitter feed can be found here.
You will get a block of code in the widget creator that you can copy.
You'll likely want to create a custom block for this code, so do that first.
On the edit page of the block, click the source button on the text editor, then paste in your code. Click the source button again, and then save.
For info on custom blocks, click here.