What is the difference between gradient descent and stochastic gradient descent?

Related questions

1. Why do gradients vanish?
2. What is cost function in gradient descent?
3. What is the difference between linear regression and least square?
4. What is vanilla model?
5. What is the physical significance of gradient?
6. What is gradient descent in linear regression?
7. What is gradient in linear regression?
8. What controls the magnitude of a step taken during gradient descent?
9. What materials can be annealed?
10. How do you interpret a gradient?

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1. #incremental
2. #because
3. #typically
4. #tries
5. #training
6. #maximums
7. #whole
8. #error
9. #randomly
10. #example
11. #iteration
12. #minimums
13. #known
14. #batch
15. #dataset
16. #computes
17. #picked
18. #descent
19. #single
20. #noisier
21. #which
22. #using
23. #unlike
24. #gradient