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๐Ÿ“ฐ Text Classification with Deep Learning

Deep Learning Series #30 โ€” Sentiment, Topic, Intent Classification! Text ko samjho aur categorizeโ€ฆ

Overview
๐ŸŒŸ

๐Ÿ“ฐ Text Classification with Deep Learning โ€” Quick Facts

๐Ÿ“Œ

Model: Accuracy

๐ŸŽฏ

CNN (TextCNN): Good

โšก

LSTM: Good

๐Ÿ”‘

BiLSTM: Better

Topic 1
๐Ÿ“ฅ ๐Ÿ“ฅ ๐Ÿง  ๐Ÿ”ฌ ๐Ÿ’ก ๐ŸŽฏ

๐Ÿ’ก Text Classification Kya Hai?

๐Ÿง  ` 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” โ”‚ TEXT CLASSIFICATION โ”‚ โ”‚ โ”‚ โ”‚โ€ฆ
Topic 2
โœจ

๐Ÿ“Š Model Comparison for Text Classification

๐Ÿ”— | Model | Accuracy | Speed | Best For | |-------|----------|-------|----------| | CNNโ€ฆ
Topic 3
๐Ÿ”’

๐Ÿ’ป Complete Code

โšก `python ============================================= Text Classification โ€” Completeโ€ฆ
Topic 4
โœจ

โ“ Quiz

๐Ÿ’ก

a) Speed ke liye

๐Ÿ”‘

b) Different kernel sizesโ€ฆ

โšก

c) Accuracy ke liye

๐ŸŽฏ

a) Optional hai

Comparison
โœจ

๐Ÿ“Š Model Comparison for Text Classification

โš–๏ธ

CNN (TextCNN): Good

โš–๏ธ

LSTM: Good

โš–๏ธ

BiLSTM: Better

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 1

๐Ÿ“ฐ Text Classification with Deep Learning ka sabse sahi definition kya hai?

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 2

๐Ÿ“ฐ Text Classification with Deep Learning ka 'CNN (TextCNN)' kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐Ÿ“ฐ Text Classification with Deep Learning Complete!

Aliens School ยท HIEN ยท Cinematic Knowledge

โœ…

๐Ÿ“ฐ Text Classification with Deep Learning Complete

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