Masterclass Certificate in Text Mining Mastery
-- ViewingNowThe Masterclass Certificate in Text Mining Mastery is a comprehensive course designed to equip learners with essential skills in text mining, a rapidly growing field that uses natural language processing, machine learning, and analytical methods to extract valuable insights from unstructured text data. This course is crucial in today's data-driven world, where text data is abundant, and businesses are seeking professionals who can transform this data into actionable insights.
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โข Unit 1: Introduction to Text Mining
โข Unit 2: Natural Language Processing (NLP) Fundamentals
โข Unit 3: Data Preprocessing for Text Mining
โข Unit 4: Text Mining Techniques: Tokenization, Stemming, Lemmatization
โข Unit 5: Text Mining Methods: Vector Space Model, TF-IDF
โข Unit 6: Topic Modeling with Latent Dirichlet Allocation (LDA)
โข Unit 7: Sentiment Analysis and Opinion Mining
โข Unit 8: Text Classification and Naive Bayes Classifier
โข Unit 9: Deep Learning for Text Mining
โข Unit 10: Advanced Text Mining Applications and Case Studies
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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