Machine learning basics podcast

I'm creating a podcast on the basics of ML: http://ocdevel.com/podcasts/machine-learning. Audio is an inferior medium to task - but with so much chores/commute/exercise time, there's _hours_ every day one could spend learning - so count this supplementary. I aim to be super high-level and 101, so this is for newbies and unconfidents.

One goal of the podcast is to be a curriculum, where in each episode I recommend "required readings" resources - books/textbooks/courses/etc that I've boiled down from the most common recommendations from around the web. So anyone asking "which maths should I learn? which books & courses would you recommend? which language is best?" - this is for you.

Hope y'all find it useful, tell me if it's crap!