Postgraduate Certificate in Text Mining in Natural Language Processing
-- ViewingNowThe Postgraduate Certificate in Text Mining in Natural Language Processing is a comprehensive course that focuses on the rapidly growing field of data analysis and natural language processing. This certificate course is essential for professionals looking to advance their skills in machine learning, artificial intelligence, and big data analysis.
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โข Introduction to Text Mining & Natural Language Processing (NLP)
โข Data Preprocessing for Text Mining
โข Text Mining Techniques: Term Frequency & Inverse Document Frequency (TF-IDF)
โข Topic Modeling: Latent Dirichlet Allocation (LDA) & Non-negative Matrix Factorization (NMF)
โข Sentiment Analysis in Text Mining
โข Named Entity Recognition (NER) & Entity Linking
โข Text Classification & Naive Bayes Classifier
โข Deep Learning for NLP: Word Embeddings, Recurrent Neural Networks (RNN), & Long Short-Term Memory (LSTM)
โข Evaluation Metrics for Text Mining
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