I’ve used ML and computer vision on and off for around 10 years. I just took the developer professional certificate to formalise and update some of the stuff i’ve been using.
For me it lacked a bit of depth. I’d like to see more on the design of deep networks and perhaps some applications taking measurements and metrics from video and images beyond the classification. In particular something about making broad classifications of areas in a large dataset which are different in some way - then outlining potential areas of interest and making classifications to highlight similar unknown features.
Audio processing is a huge interest for me and I’m also looking for courses for bioacoustics in particular feature engineering for non-human communication - very intrested to hear if anyone has any suggestions.