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Software tutorials

On-line resources, particularly for R and Python, for statistical analysis and programming.
Introduction to R programming
Series of 21 ~4-minute video tutorials on R programming by GoogleDevelopers.
Software carpentry
Software Carpentry's mission is to help scientists and engineers get more research done in less time and with less pain by teaching them basic lab skills for scientific computing. The organization provides short 2-day workshops worldwide to teach modern software skills.