They are
all called 'control points' because they
all influence the shape of the Bezier curve. The first and the last points are only different because they define the start and end position of the curve.
The cubic curve is the most common Bezier curve used in computer graphics and has 4 control points, but a Bezier curve can be created from any number of control points (minimum 2). For instance in the sketch
Knot in 3D the tube has been created from a single Bezier curve with 26 control points.
Wikipedia demonstartes different order Bezier cuves - about half way
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