machine learning alphabet :)

a for adaboost
b for bayes
c for cramer-rao
d for dirichlet
e for EM
f for fisher information
g for gaussian
h for HMM
i for ICA
j for jensen's inequality
k for kernel
l for linear
m for monica geller monte carlo
n for neural network
o for occam's razor
p for pca
q for Q-learning
r for random :)
s for SVM
t for tensor
u for UMP test
v for VC dimension
w for weka
x,y - {x,y : x \in ML alphabet, y \in ML alphabet }
z for zipf's law

:-)