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It's Your Data, Master It.
Document Embeddings and Text Classification with Gensim
Overview
Skills Needed
Learn to generate document embeddings and perform text classification with Gensim. Explore Doc2Vec, text categorization, and document similarity techniques with Gensim.
Intermediate knowledge of Gensim fundamentals
Understanding of text classification concepts
Outline
Introduction to Document Embeddings
Doc2Vec Model with Gensim
Training Document Embeddings
Text Categorization Techniques
Multi-label Classification with Gensim
Document Similarity with Gensim
Transfer Learning for Document Embeddings
Fine-tuning Pre-trained Embeddings
Scalability and Performance Optimization
Case Studies in Document Embeddings and Classification
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