Can you learn Kung Fu from books?

You can imitate the moves from kung fu movies or online instructional videos. However, you should seek out a teacher in order to learn the details of breathing, body weight distribution, body alignment, and footwork in order to effectively use it. Also, training with other people gives you sparring experience. Remember, your shadow doesn't hit back.