Data Science
DL Notes: Advanced Gradient Descent
I researched the main optimization algorithms used for training artificial neural networks, implemented them from scratch in Python and compared them using animated visualizations.
Data Science
I researched the main optimization algorithms used for training artificial neural networks, implemented them from scratch in Python and compared them using animated visualizations.
Data Science
I describe the algorithm of gradient descent, which is used to adjust the weights of an ANN. A summary of information from different sources that I used when studying this topic.
Data Science
I share some notes about the basic math behind feed-forward Artificial Neural Networks (ANNs).