The resurgence of artificial intelligence (AI) is largely due to advances in pattern-recognition due to deep learning ... trained with gradient descent algorithms, it is the direction in the ...

Last week, we built our Deep Learning foundation, learning about perceptrons and the backprop algorithm. This week, we are learning about optimization methods. We will start with Stochastic Gradient ...

Stochastic gradient descent is a mathematical method used ... And as SGD is a key element of deep learning AI, it's fair to conclude that Gemini wins this challenge.