In the Artificial Neural Networks and Deep Learning course they gave us two project, or challenges, in which we had to develop a solution through neural networks to these two problems:
detecting if a plant was healthy or unhealthy based on pictures of its leaves;
developing a tool for time series forecasting on time series of various lengths and characteristics.
Personally, I didn't and don't really enjoy the approach of neural networks; I prefer more theoretical and statistical based methods as the ones employed in the other projects, rather than just create a network with no real method for defining its structure and parameters, then letting it learn and tuning it "hoping for the best". Nonetheless, it has been an interesting project.
Link diretto al pdf qui. Direct link to pdf here.
Link diretto al pdf qui. Direct link to pdf here.
