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๐Ÿ“ Word Embeddings

Deep Learning Series #29 โ€” Word2Vec, GloVe, FastText! Words ko numbers me โ€” meaning preserve karke!โ€ฆ

Overview
๐ŸŒŸ

๐Ÿ“ Word Embeddings โ€” Quick Facts

๐Ÿ“Œ

Feature: Word2Vec

๐ŸŽฏ

Type: Prediction

โšก

OOV?: No

๐Ÿ”‘

Speed: Fast

Topic 1
๐Ÿ“š

๐Ÿ’ก Word Embeddings 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” โ”‚ WORD EMBEDDINGS โ”‚ โ”‚ โ”‚ โ”‚โ€ฆ
Topic 2
โœจ

๐Ÿ“Š Embedding Methods Comparison

๐Ÿ’ก | Feature | Word2Vec | GloVe | FastText | Contextual (BERT) |โ€ฆ
Topic 3
๐Ÿ”’

๐Ÿ’ป Complete Code

๐ŸŽฏ `python ============================================= Word Embeddings โ€” Complete Guideโ€ฆ
Topic 4
โญ

โ“ Quiz

๐Ÿ’ก

a) Same hai

๐Ÿ”‘

b) CBOW: CONTEXT words se TARGETโ€ฆ

โšก

c) Skip-gram slow hai

๐ŸŽฏ

a) Accuracy ke liye

Comparison
โœจ

๐Ÿ“Š Embedding Methods Comparison

โš–๏ธ

Type: Prediction

โš–๏ธ

OOV?: No

โš–๏ธ

Speed: Fast

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 1

๐Ÿ“ Word Embeddings ka sabse sahi definition kya hai?

Quick Quiz
๐Ÿง  QUIZ TIME

Quiz โ€” Question 2

๐Ÿ“ Word Embeddings ka 'Type' kya hai?

Complete! ๐ŸŽ‰
COMPLETE

๐Ÿ“ Word Embeddings Complete!

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โœ…

๐Ÿ“ Word Embeddings Complete

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