The pitfalls of Deep Learning – when Neural Networks are not the solution

Nowadays, we can hear about a new deep learning model nearly every month. These models show excellent performance in their respective tasks. It may seem that with deep learning, we can tackle any problem and achieve great results.  However, just like any other tool, deep learning has its shortcomings. The goal of this talk is to look into cases where deep learning excel and where it fails. We also want to outline all necessary prerequisites for the successful integration of deep learning solutions in your business.