SPSS Lecture video: This website accompanies the book Discovering Statistics Using SPSS by Andy Field. Among other things it contains some useful video tutorials for SPSS basics, and performing certain functions and types of analysis using SPSS.

YouTube hosts a number of R video tutorials on this page.

This website provide free video tutorials for learning Excel 2013 basic and expert level procedures.

User created introductory SAS videos on YouTube.

A brief overview of using MPLUS for a confirmatory factor analysis.

Overview for using Gpower to calculate needed sample sizes.

Some quick and clear videos, primarily for learning R.