Natural Language Processing Techniques for Developers
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Topics
Introduction to Language ProcessingText Preprocessing in NLP: Tokenization, Stemming, and NormalizationClassical NLP Techniques: Bag-of-Words and TF-IDFEntity RecognitionWord Embeddings and Semantic RepresentationsTransformer Models in NLP: BERT, GPT and MoreNLP ChallengesNLP Evaluation MetricsNLP in Chatbots: Building Conversational AgentsPopular NLP Libraries and ToolsReal-World Applications of NLP TechniquesThe key takeaway and Next Steps