Intro to recommender systems

Basic summary video

Coursera lectures

Lenskit

Non-personalized recommender systems:

[1] How not to sort by Average rating
[2] Hacker news ranking algorithm 
[3] Reddit ranking algorithms

Recsys- stanford article

Mining of massive datasets - eBook (Stanford)

Normalization basics -blog
z-score & Min-max normalization notes