Split batch from stochastic descent
Exercise and reference answers
- Left
- Batch
- Items
- Item
- Sums over all data
- Answer
- Batch
- Item
- One example a step
- Answer
- Stochastic
- Item
- Full pass per step
- Answer
- Batch
- Item
- Costly on big data
- Answer
- Batch
- Item
- Quick early gains
- Answer
- Stochastic
- Item
- Wobbles at the end
- Answer
- Stochastic
- Right
- Stochastic
- Instructions
- Swipe left for batch gradient descent, swipe right for stochastic gradient descent.
Explanation
_Source: Qallery verified question bank, AI Foundations, topic linear_regression_and_supervised_learning_