Hi Iris,
I've had similar problems with trying to grow plants in the past. The black dots will likely be a type of algae. The limiting factor in algae growth is usually iron, which you are adding by dosing Flourish.
To grow healthy plants you need to keep light, nutrient and CO2 in balance...