The document discusses various data compression techniques, including lossless compression methods like Lempel-Ziv (LZ) and Lempel-Ziv-Welch (LZW) algorithms. LZ algorithms build an adaptive dictionary while encoding to replace repeated patterns with codes. LZW improves on LZ78 by using a dictionary indexed by codes. The encoder outputs codes for strings in the input and adds new strings to the dictionary. The decoder recreates the dictionary to decompress the data. LZW achieves good compression and is used widely in formats like PDF.