Can I read Optimization in Deep Learning on EtoBox?
Optimization in Deep Learning by theashukr1 is a document available to read on EtoBox.
What is Optimization in Deep Learning about?
The document discusses optimization techniques in deep learning, specifically focusing on methods like mini-batch gradient descent and stochastic gradient descent to enhance model training. It explains the Exponentially Weighted Moving Average (EWMA) and its application in smoothing time series data, along with various optimization algorithms such as Momentum, RMSProp, and Adam. Additionally, it provides mathematical formulations for gradient descent and these optimization techniques.
- Author
- theashukr1
- Language
- EN