Here are five different ways to gain an introduction to the topic of CNNs. Each approach is geared toward a different style of learning:
Visualize them in real time with your own inputs (this is amazing!)
Watch a lecture by the “godfather” of neural nets, Geoff Hinton.
Take a top-ranked online course on Deep Learning.
Learn the math behind them.