Professional Certificate in Text Analytics Applications
-- ViewingNowThe Professional Certificate in Text Analytics Applications is a comprehensive course that equips learners with essential skills in text analytics, a rapidly growing field addressing the exponential growth of text data. This program covers key concepts including data manipulation, natural language processing, and machine learning techniques for text analysis.
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โข Introduction to Text Analytics & Natural Language Processing (NLP)
โข Data Preprocessing for Text Analytics
โข Text Analytics Techniques: Tokenization, Stemming, Lemmatization
โข Sentiment Analysis: Methods and Applications
โข Topic Modeling and Latent Dirichlet Allocation (LDA)
โข Text Classification: Algorithms and Best Practices
โข Advanced NLP: Named Entity Recognition (NER), Part-of-Speech Tagging
โข Text Analytics Tools and Libraries: Python (NLTK, SpaCy, Gensim), R (tm, tidytext)
โข Ethical Considerations in Text Analytics and AI
โข Capstone Project: Real-World Text Analytics Application
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