The Deep Learning course by Jon Krohn at the NYC Data Science Academy has been one of the best courses I’ve taken. With a focus on projects, Jon teaches students the tools they need to create their own deep learning project at any level. When I say at any level I really mean at any level. I’m a biology major originally and printed my first ‘hello world’ a year ago. Even with my very limited coding and programing background, I was able to complete a deep learning project involving creating my own labeled dataset and a convolutional network classifier. You can see it here on my medium page, https://medium.com/@jhaseon/glut1ko-genotyping-classifier-e49f0e5a4ca9.
I really appreciated his course structure as he drills in the beginning of class what he terms ‘arsenal’ deep learning terms and theories which I believe played a huge role in my ability to even create a project. The course is just 5 weeks so a lot of information is packed in weekly, but it really is for deep learning hopefuls of all levels from the basics of keras in machine vision or natural language processing to the intricacies underneath tensorflow.
Jon was insightful, responsive, and encouraging to his students throughout the course. He often broke down difficult theories and concepts on the whiteboard with easy to understand examples and drawings which I found very helpful. I am looking forward to more classes from him!