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It's Your Data, Master It.
Word Embeddings and Semantic Similarity with Gensim
Overview
Skills Needed
Learn to generate word embeddings and measure semantic similarity with Gensim. Explore word2vec, GloVe, and other word embedding techniques with Gensim.
Basic understanding of NLP concepts
Familiarity with Python programming
Outline
Introduction to Word Embeddings
Word2Vec with Gensim
Continuous Bag of Words (CBOW) Model
Skip-gram Model in Gensim
Training Word Embeddings with Gensim
GloVe Embeddings Integration
Measuring Semantic Similarity
Embedding Visualization Techniques
Domain-specific Word Embeddings
Best Practices for Word Embeddings with Gensim
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