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DL Basics — PyTorch MLPs, CNNs, Sequences, Fine-Tuning Discipline

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1. M1 — Tensors, Autograd + Training Loop
2. M2 — CNNs + Transfer Learning
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4. M4 — Fine-Tuning Discipline + Defense

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DL Basics — PyTorch MLPs, CNNs, Sequences, Fine-Tuning Discipline

16 lessons

1. M1 — Tensors, Autograd + Training Loop
2. M2 — CNNs + Transfer Learning
3. M3 — Sequences + NLP Baselines
4. M4 — Fine-Tuning Discipline + Defense

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DL Basics — PyTorch MLPs, CNNs, Sequences, Fine-Tuning Discipline
M2 — CNNs + Transfer Learning
Transfer Learning: Frozen-Backbone + Unfreeze Ablation

Back to M2 — CNNs + Transfer Learning

Transfer Learning: Frozen-Backbone + Unfreeze Ablation

CIFAR10-style transfer; acc + confusion matrix. Test-leak trap.

30 minutesReading

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