Archives for variance
Modern machine learning or one can say deep learning algorithms, have become really good at multiple tasks. For example, object detection tasks have been overtaken by modern ML methods. There is a growing understanding that larger models are “easy” to optimise in the sense that local methods, such as stochastic gradient descent (SGD), converge to…
The post Is It Okay To Abandon Traditional Machine Learning Approaches? appeared first on Analytics India Magazine.
Modern machine learning or one can say deep learning algorithms, have become really good at multiple tasks. For example, object detection tasks have been overtaken by modern ML methods. There is a growing understanding that larger models are “easy” to optimise in the sense that local methods, such as stochastic gradient descent (SGD), converge to…
The post Is It Okay To Abandon Traditional Machine Learning Approaches? appeared first on Analytics India Magazine.