Ask HN: Recommendations for Statistics books?

I'm dipping my feet in the world of Data Science. I'm currently learning Spark via the "learning spark" book and playing around with Spark.

I have a CS background but not a strong mathematics background. What are some digestible statistics books for someone getting started in this field?