Certificate in Topic Modeling and NLP
-- ViewingNowThe Certificate in Topic Modeling and NLP is a comprehensive course that equips learners with essential skills in Natural Language Processing (NLP) and topic modeling. This course is crucial in today's data-driven world, where businesses rely heavily on understanding and interpreting large volumes of text data.
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CourseDetails
• Introduction to Natural Language Processing (NLP)
• Text Preprocessing for Topic Modeling and NLP
• Bag of Words and Term Frequency
• TF-IDF and Cosine Similarity
• Introduction to Topic Modeling
• Latent Dirichlet Allocation (LDA) and its Applications
• Non-negative Matrix Factorization (NMF)
• Comparison of Topic Modeling Techniques
• Topic Modeling Evaluation Metrics
• Real-world Applications of Topic Modeling and NLP
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EntryRequirements
- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- NotAccreditedRecognized
- NotRegulatedAuthorized
- ComplementaryFormalQualifications
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- ThreeFourHoursPerWeek
- EarlyCertificateDelivery
- OpenEnrollmentStartAnytime
- TwoThreeHoursPerWeek
- RegularCertificateDelivery
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