Archives for variance

29 Aug

Is It Okay To Abandon Traditional Machine Learning Approaches?

image-6790
image-6790

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.

29 Aug

Is It Okay To Abandon Traditional Machine Learning Approaches?

image-6791
image-6791

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.