You can watch movies offline on your Chromebook by downloading them directly through supported apps or services. Since Chromebooks primarily use web apps and Android apps from the Google Play Store, here are the most common methods:
Here’s a draft of a help article or feature explanation for downloading movies on a Chromebook: how to download movies on a chromebook