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Prerequisite repair and teacher backprop examples

Sources S03, S01 and the three Teams photographs supplied later. Use the short neuron and gradient questions first. The longer teacher examples are backup practice after completing the Unit 3 and Unit 4 priorities; their presence here is not a confirmed MT2 announcement.

Questions below preserve the assessed tasks and numerical data, with wording and diagram layout normalized for readability. Full question statements and their necessary diagrams appear with the solutions. Read the full question, then follow the worked answer line by line. Solutions are independently worked; a historical answer key is not treated as infallible.