I recently gave two tutorials at the CBMM summer school, one on probability and
the other a high-level overview of computer vision. Both pretty are accessible
focusing entirely on intuition and history.
I'm a research scientist at MIT and the Center for Brains, Minds, and Machines,working on language, vision, and robotics, with a touch of neuroscience. I focus
on how language can be grounded in perception, how it is acquired by children,
and how robots can use language to communicate with us.