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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

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
Mini-Lab A: CV Classifier + Ablation

Back to M2 — CNNs + Transfer Learning

Mini-Lab A: CV Classifier + Ablation

Acc + confusion matrix + ablation. Deterministic bar + 100-pt rubric.

240 minutesProject submission

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