What is the minimum information ie. amount of points in 2-dimensional plane in order to define the equation for an ellipse?
I know that unique ellipse cannot be defined when only one of the foci is known in addition to two points in the ellipses path.
I also know, that we can define unique ellipse when both foci are known and the distance from both of them onto point in ellipse (this is as far as I know the least information required).
I am interpreting the question as asking for a minimum number of points that determine a unique ellipse passing through them.
Four points is not enough. The two ellipses $$ x^2+2y^2=3\qquad\text{and}\qquad 2x^2+y^2=3 $$ both pass through the points $(x,y)=(\pm1,\pm1)$ (all four sign combinations).
Five points $P_j=(x_j,y_j), j=1,2,3,4,5,$ (in general) does suffice. But we get more than we bargained for. Namely five points determine a conic. The general quadratic equation $$ a_1x^2+a_2xy+a_3y^2+a_4x+a_5y+a_6=0\qquad(*) $$ has six unknown coefficients. By plugging in the coordinates of the points $P_j$ we get a homogeneous system of five equations in the six unknowns. Linear algebra then tells us that the system has a non-trivial solution. Usually the solution is determined up to a scalar multiple, but scaling all the coefficients in $(*)$ won't change the curve, so we can ignore that.
Two caveats: