If you want a gentler introduction, I recommend the first module of Andrew Ng’s Machine Learning class on Coursera. He also explains things intuitively before j

If you want a gentler introduction, I recommend the first module of Andrew Ng’s Machine Learning class on Coursera. He also explains things intuitively before jumping into the math. Even when he uses math, he makes sure you understand the notations and what equation means.