Material for the active learning sessions on Tuesday and Wednesday

• Exercise on writing your own stochastic gradient and gradient descent codes. This exercise continues next week with studies of automatic differentiation
• One lecture at the beginning of each session on the material from weeks 39 and 40 and how to write your own gradient descent code
• Discussion of project 2
• Your task before the sessions: revisit the material from weeks 39 and 40 and in particular the material from week 40 on stochastic gradient descent

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