- Statistical Mechanics: Algorithms and Computation — This course cleared a lot of confusion I had regarding the subject and I really recommend the book by Dr. Werner Krauth that goes with this.
- MCMC basics by Dr K. P. N. Murthy
- NPTEL has a humongous portfolio of courses and this one by Dr V. Balakrishnan I really recommend.