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Skill Topic ยท Cinematic

๐Ÿ”„ Sequence-to-Sequence Modeling

Deep Learning Series #27 โ€” Encoder-Decoder, Teacher Forcing, Beam Search! Ek language/sequence seโ€ฆ

Overview
๐ŸŒŸ

๐Ÿ”„ Sequence-to-Sequence Modeling โ€” Quick Facts

๐Ÿ“Œ

Application: Input

๐ŸŽฏ

Translation: English text

โšก

Summarization: Long article

๐Ÿ”‘

Chatbot: User query

Topic 1
๐Ÿ“š

๐Ÿ’ก Seq2Seq Kya Hai?

๐Ÿ“š ` โ”Œโ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ”€โ” โ”‚ SEQUENCE-TO-SEQUENCE MODEL โ”‚โ€ฆ
Topic 2
๐Ÿ’ก ๐Ÿ“Š ๐Ÿ”ฌ

๐Ÿ“Š Seq2Seq Applications

๐Ÿ’ก | Application | Input | Output | |-------------|-------|--------| | Translation | Englishโ€ฆ
Topic 3
๐Ÿ”’

๐Ÿ’ป Complete Code

๐ŸŽฏ `python ============================================= Sequence-to-Sequence โ€” Completeโ€ฆ
Topic 4
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

โ“ Quiz

๐Ÿ’ก

a) Encoder slow hai

๐Ÿ”‘

b) Poori input sequence ko SINGLEโ€ฆ

โšก

c) Decoder slow hai

๐ŸŽฏ

a) Half model train karo

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 1

๐Ÿ”„ Sequence-to-Sequence Modeling ka sabse sahi definition kya hai?

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 2

๐Ÿ”„ Sequence-to-Sequence Modeling ka 'Translation' kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐Ÿ”„ Sequence-to-Sequence Modeling Complete!

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๐Ÿ”„ Sequence-to-Sequence Modeling Complete

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