First of all, you should know that sine and cosine always go into each other when taking derivatives (derivative of sine is a cosine and vice versa). If you get confused about where the minus sign goes, you can always draw a graph and recall that the derivative of a function at a certain point gives the slope of the graph at that point. Now you see that the sine starts at the origin and initially goes up, while the cosine starts at y = 1 and initially goes horizontal (and then goes down). So the derivative of the sine at 0 will be positive and as it is either +cos(0) = +1 or -cos(0) = -1 you see that
\frac{\mathrm d}{\mathrm dx} \sin(x) = + \cos(x)
The cosine initially goes horizontally, which agrees with sin(0) = 0 (it has zero slope) but after a while it starts descending, so it has negative derivative there. Since the sine is initially positive, the sine which you know is in there, must be minus:
\frac{\mathrm d}{\mathrm dx} \cos(x) = - \sin(x)
The tangent is just a shorthand for a specific combination of sine and cosine (namely, the quotient) so you don't have to remember it separately (and in fact, shouldn't: it might get you confused with the other two and you should know the product / quotient rule anyway so you can always derive it, as shown in this thread already).
PS. Keep doing math, and after a while you will need these tricks less and less, and you'll even be able to immediately write down the derivative of a tangent or an arcsine without even thinking.