Question: QUESTION 3 The Robbins - Monro algorithm is widely used in optimization for machine learning tasks, specifically in stochastic gradient descent ( SGD ) .

QUESTION 3
The Robbins-Monro algorithm is widely used in optimization for machine learning tasks, specifically in stochastic gradient descent (SGD).
a) Explain how the Robbins-Monro method relates to SGD and why it is suitable for large datasets.
b) Discuss the use of Markov models in predictive analytics, particularly in forecasting future events based on current data.
QUESTION 3 The Robbins - Monro algorithm is

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