DL Basics — PyTorch MLPs, CNNs, Sequences, Fine-Tuning Discipline
P3 deep-learning basics (~20-24 h, PyTorch-only): tensors + autograd, MLP training loops and overfit diagnosis, CNN concepts + transfer learning, sequence concepts + NLP baselines, fine-tuning discipline + TF parity note, closing in a two-mini-lab defense.
4 weeks
4 modules, 16 lessons
0
~17 hours
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Course Curriculum
M1 — Tensors, Autograd + Training LoopFREE PREVIEW
PyTorch tensors video, MLP loop article, DL-fund quiz, overfit-curve lab submission.
M2 — CNNs + Transfer LearningFREE PREVIEW
CNN concepts video, transfer article, CNN quiz, CV mini-lab submission.
M3 — Sequences + NLP BaselinesFREE PREVIEW
RNN/sequence video, sentiment-baseline article, sequences quiz, NLP mini-lab submission.
M4 — Fine-Tuning Discipline + DefenseFREE PREVIEW
Fine-tuning video, TF parity note, DL exit quiz, two-mini-lab defense submission.
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All videos, lessons, and practice exercises are 100% free with zero gatekeeping. Start learning immediately, or enroll with the ₹99 Verified Certificate Pass.