Spark and Shark tutorial/course given at Strata, materials online.
I will keep updating this as I find more.
This looks like a great resource for BigData Machine Learning and Data Mining.
I love it that so many courses like this are being made available for free.
I’m not sure how I haven’t seen this before, but it looks pretty amazing. It provides all the lecture slides and videos as well as student projects.
Check out the video playlist on Youtube