Masterclass Certificate in Text Mining and Information Retrieval
-- ViewingNowThe Masterclass Certificate in Text Mining and Information Retrieval is a comprehensive course that equips learners with essential skills in data analysis and natural language processing. This program covers key concepts, techniques, and tools used in text mining, information retrieval, and data exploration.
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⢠Unit 1: Introduction to Text Mining and Information Retrieval
⢠Unit 2: Natural Language Processing (NLP) Techniques
⢠Unit 3: Text Preprocessing and Data Cleaning
⢠Unit 4: Text Classification and Clustering
⢠Unit 5: Information Retrieval and Ranking Algorithms
⢠Unit 6: Topic Modeling and Latent Semantic Analysis
⢠Unit 7: Sentiment Analysis and Opinion Mining
⢠Unit 8: Named Entity Recognition and Entity Linking
⢠Unit 9: Text Summarization and Question Answering
⢠Unit 10: Ethical Considerations in Text Mining and Information Retrieval
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