Any recommendations on horizontal scrolling on tablets/mobile apps?

Some apps such as the Netflix app use double scrolling: you can scroll vertically within the page and horizontally within a component.

I know that Microsoft has moved away from horizontal scrolling in their latest OS because it wasn't very easy to use apparently.

What do you think is good/bad about horizontal scrolling? When is it ok to use it and how?

Thanks in advance