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🔁 Topic 21: Seq2Seq — Encoder-Decoder Architecture

Course: NLP Advanced — Section 3: Sequence Models Topic: 21 of 75 | Prev: 20-Bidirectional-RNN.md |…

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🔁 Topic 21: Seq2Seq — Encoder-Decoder Architecture — Quick Facts

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Prev: [20-Bidirectional-RNN.md](20-Bidirectional-RNN.md): Next: 22-Attention-Mechanism.md

Topic 1
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🎯 Overview

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Seq2Seq = Sequence to Sequence —…

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Architecture: Encoder (input…

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Invented: Sutskever et al. (2014)…

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Use cases: Machine Translation,…

Topic 2
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🏗️ Seq2Seq Architecture

📐 ` ┌──────────────────────────────────────────────────────────────┐ │ Seq2Seq Architecture…
Topic 3
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🐍 Complete Python Implementation (from scratch)

🔧 `python ============================================================ Seq2Seq —…
Topic 4
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❓ Quiz — 5 MCQs

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A) Loss

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B) Context Vector — poore input…

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C) Embedding

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D) Gradient

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🔗 Navigation

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