I created a video course aimed at ML enthusiasts with software experience. It introduces Google's TensorFlow library, walks through code examples, and tries intuitively explain some of the statistics. https://www.packtpub.com/big-data-and-business-intelligence/...

But I also agree with other posters that you should study fundamental statistics first.