Yup..you can. This is how its done.
driver.execute_script("window.scrollTo(0, Y)")
where Y is the height (on a fullhd monitor it's 1080).
Or, you can also use this to scroll down to the bottom of the page.
driver.execute_script("window.scrollTo(0, document.body.scrollHeight);")