Thanks I was expecting may be a series of books, lectures, video which can take me from novice to intermediate level in data science.

I am willing to spend 10 hours a week on this.

This seems to fit the bill: https://www.coursera.org/course/datasci

I did the first two weeks of this course and found it quite accessible, although the second week question of implementing matrix algebra in SQL didn't seem to have much preparatory material in the lectures. Unfortunately I've had to drop out due to a concussion, but I think that most HN'ers would be able to take this course.