Question

Difference between batch and sequential learning

Answer 1

batch gradient decent: Take all the training data (let say size m) to take one gradient decent step. This is slow if you have large data set.

The sequential learning is used widelyfor an order in time of the data, meaning that is coming always first, then , then and so on. ... Although the definitions of the two concepts are fuzzy, there is a slight difference between online learning and incremental learningapproaches.