We discuss cosmological inference from galaxy surveys at low and high
redshifts. Studies of optical and IRAS redshift surveys with median re
dshift (z) over bar similar to 0.02 yield measurements of the density
parameter Omega and the power-spectrum of density fluctuations? but bo
th cannot easily be related to the properties of the underlying mass d
istribution due to the uncertainty in the way galaxies are biased rela
tive to the mass distribution. Moreover, currently little is known abo
ut fluctuations on scales intermediate between local galaxy surveys (s
imilar to 100h(-1) Mpc) and the scales probed by COBB (similar to 1000
h(-1) Mpc). We focus here on several issues, as examples of clustering
on different scales: the extent of the Supergalactic Planer, an optim
al reconstruction method of the density and velocity fields, the effec
t of biasing on determination of Omega from redshift distortion, the f
uture big surveys SDSS and 2dF (with median redshift (z) over bar simi
lar to 0.1) and radio sources and the X-Ray Background as useful probe
s of the density fluctuations at higher redshift ((z) over bar similar
to 1).