I don’t mind admitting that I don’t have any formal academic qualifications in maths, barring A-Level. And let’s face it back then I was more interested in girls than differential equations so I didn’t do brilliantly.
However, lately I find myself needing a lot of linear algebra and playing with matrices – so. Time to make things easy for myself and make a cheat-sheet of all the stuff I’ll need.
Maybe it’ll be of some small use to someone else, but usual disclaimers as to accuracy apply. Up to a few weeks ago the math notation used in most text books was all Greek to me (oho!), so forgive me if this is elementary.
A great resource for this stuff is here, and another good one is here. Also, when you’re trying to find out the
command for a particular symbol, try detexify - you can draw what you want and it’ll present you with a list of trained examples! Very nice, comes in iPad flavour too. I’ve tried out a few of the examples on this page, as an exercise.
I’m using quick LaTeX which is by far the best plugin I’ve tried. Thoroughly recommended.
My favourite
symbol is
. Good to know.
Symbols
means:
alpha, Alpha, beta, Beta, gamma, Gamma, pi, Pi, phi, varphi, Phi. (Missing characters mean just use normal uppercase roman characters, like 
Lambda (
)-ish calc notation
means:
For all x in X, exists Y less than equal to epsilon
and
denote A is a subset of B. However,
is more properly used to denote a proper subset. (Set Theory)
Geometry
Thus, something like
should refer to a vector of values for x indexed at 1 and of m length, that is a subset of real numbers. However,
would refer instead to the Cartesian product of n copies of R, i.e. essentially an n-length cartesian coordinate describing a point in n-dimensional space. That is to say, when used in the context of the above example, we are now looking at a vector of coordinates in n-dimensional space, where i is a number between 1 and m, and
is a cartesian coordinate describing a point in space.
Math
means:
The sum of all values for
where the value of
is between 1 and 10.
means:
The same except the range of values is the variable
and you multiply each value instead of summing it.
means:
The root of n divided by the product of all values of n.
means:
The equivalent of
refers to:
Expected values of whatever
means:
The magnitude/length of x, or more correctly its norm (length seems more meaningful, but who am I to argue?)
means:
Can mean the same as the above! Or an absolute value of a scalar; or the determinant of a matrix.
means:
The distance between x and y (or the magnitude of the delta of x and y, same thing)
means:
The dot product of x and y.

Can mean the compliment of x (i.e. a subset of it); hence the symbol for mean, which refers to a subset of the total population of x?
Matrices
Capitalised characters
are used to denote a Matrix. Lowercase roman letters denote variables or vectors, such as in: 
Generic matrix with equation numbering:
(1) 
Variation… m, n, refer to rows, cols
(2) 
Probability
means the probability that y is equal to 1, given x parameterised by theta, is 0.7
x is distributed as N(params).
Geometry
Aymptote = curve that approaches zero distance to a line or axis as it approaches infinity.