Here is a tutorial due to high demand. It shows the basics of the Fluid Particles system in Blender to get you started.
I also go through some basic modelling, scene setup, compositing and rendering.
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Part 1 – How to fill up a cup
Part 2 – Having multiple fluid particles interact – Coming soon.