Contents:

• Fundamental statistics
• Random number generation
• Lattice models: random walks, diffusion, percolation, cellular automata
• Monte-Carlo methods
• Ising model, critical scaling laws, spin glasses, simulated annealing
• Quantum Monte-Carlo