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🔀 Topic 20: Bidirectional & Deep RNNs

Course: NLP Advanced — Section 3: Sequence Models Topic: 20 of 75 | Prev: 19-GRU.md | Next:…

Overview
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🔀 Topic 20: Bidirectional & Deep RNNs — Quick Facts

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Prev: [19-GRU.md](19-GRU.md): Next: 21-Seq2Seq.md

Topic 1
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🎯 Overview

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Bidirectional RNN = sentence ko…

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Deep RNN = multiple RNN layers…

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Dono techniques combine karke Deep…

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Real example: "I went to the bank…

Topic 2
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🏗️ Architecture Diagrams

🔗 ` ┌───────────────────────────────────────────────────────────┐ │ Bidirectional RNN │ │ │…
Topic 3
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🐍 Complete Python Implementation (from scratch)

⚡ `python ============================================================ Bidirectional & Deep…
Topic 4
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❓ Quiz — 5 MCQs

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A) hidden_size

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B) 2 × hidden_size — forward +…

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C) hidden_size / 2

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D) input_size

Topic 5
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🔗 Navigation

💡 ⬅️ Previous: 19-GRU.md | ➡️ Next: 21-Seq2Seq.md Pro Tip: 🔀 Bidirectional = "future…
Quick Quiz
🧠 QUIZ TIME

Quiz — Question 1

🔀 Topic 20: Bidirectional & Deep RNNs ka sabse sahi definition kya hai?

Complete! 🎉
COMPLETE

🔀 Topic 20: Bidirectional & Deep RNNs Complete!

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🔀 Topic 20: Bidirectional & Deep RNNs Complete

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