Define your strategy
The episode 2 outlines key considerations for building a deep learning model, starting with understanding whether you’re working from scratch or within an existing environment. Important factors include domain expertise, data type, data streaming needs, software integration, output dynamics, performance requirements, regulatory compliance, interpretability, scalability, and computational resources.