Modern coding theory employs probabilistic approaches rather than algebraic approaches. Recent progresses in coding theory such as turbo codes, low-density parity-check (LDPC) codes and repeat-accumulate (RA) codes are studied. Topics include construction of codes over graphs, iterative decoding based on sum-product algorithm, density evolution and code optimization.