Word Embeddings & Word2Vec Explained! | Skip-Gram and CBOW | Python Code(Gensim) | 3D Visualization

Published: 29 March 2025
on channel: TensorSlow
385
17

🚀 Master Word Embeddings & Word2Vec! In this video, I break down Word2Vec, Skip-Gram, and CBOW, and show you how they work using Python & Gensim! Plus, see a 3D visualization of how Word2Vec maps words in a 2D space.

✅ What You'll Learn:
🔹 What are Word Embeddings?
🔹 Word2Vec: Skip-Gram vs. CBOW Explained
🔹 Hands-on Coding with Gensim in Python
🔹 Train Your Own Word Embeddings!

This tutorial is perfect for beginners & AI/ML enthusiasts looking to improve NLP skills. If you find it helpful, Like, Comment, and Subscribe for more amazing content! 🙌

📌 Chapters:
00:00 - Introduction
01:13 - What are Word Embeddings?
11:04 - Word2Vec
18:28 - Using Word2Vec with Gensim
28:29 - CBOW
36:48 - Skip-Gram
40:44 - 3D Visualization
43:56 - Conclusion


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#AI #MachineLearning #Word2Vec #Python #NLP #DeepLearning #Gensim #ArtificialIntelligence #DataScience #SkipGram #CBOW #WordEmbeddings


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