The numerous absorption features observed in quasar spectra blue-wards of their Lyman-alpha emission line (known as the Lyman-alpha forest), provide one of the main probes of the IGM. On scales smaller than the Jeans scale the baryonic gas is smoothed by pressure forces where the width of the absorption features is determined by the gas thermodynamical properties. This smoothing facilitates the measurement of the IGM temperature and temperature-density relation. On scales larger than the Jeans scale, however, the gas distribution faithfully follows that of the underlying dark matter. The gas distribution on these scales provides a probe of the matter distribution and its power spectrum. In this talk I'll show how these features have been utilised to constrain the temperature evolution of the IGM and the Epoch of Reionization as well as to measure the initial density fluctuations in the Universe.