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MT2 numerical practice from direct to mixed

These 45 original drills cover the required maths, neuron/gradient prerequisites, optimization, regularization, CNNs and basic RNN forward passes. Each has a full solution. They are practice questions, not predictions.

First learn the method, then cover the answer and solve. Start with drills 4–6, 11, 14–39, then the mixed drills 40–45. Use the earlier arithmetic drills whenever a sign, bracket or calculator entry blocks you.