Masterclass Certificate in Text Mining Analytics: Language Processing
-- ViewingNowThe Masterclass Certificate in Text Mining Analytics: Language Processing course is a comprehensive program designed to equip learners with essential skills in text mining and natural language processing. This course is critical for professionals seeking to advance their careers in data science, business intelligence, and machine learning.
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โข Introduction to Text Mining Analytics & Natural Language Processing (NLP)
โข Data Preprocessing for Text Data
โข Tokenization, Stemming, and Lemmatization
โข Stop Words and Noise Removal
โข Text Mining Techniques: Frequency Analysis & Term Document Matrix
โข Topic Modeling with Latent Dirichlet Allocation (LDA)
โข Sentiment Analysis: Methods and Applications
โข Named Entity Recognition and Extraction
โข Text Classification: Algorithms and Evaluation Metrics
โข Advanced NLP Techniques: Word Embeddings and Transformers
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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