Design Patterns for Machine Learning
With Machine learning all over the place, it is becoming increasingly important to capture best practices and solutions to tackle common ML problems. Design patterns are a way of capturing these problems and providing reusable answers using generic and well-proven ML designs. They are ways of thinking when designing solutions or building ML systems. Now the question is, Can we abstract best machine learning practices into design patterns? As per Wikipedia, "Design patterns are formalized best practices that the programmer can use to solve common problems when designing an application or system".
Jul-20-2021, 09:35:57 GMT