Certificate in NLP and Statistical Modeling
-- ViewingNowThe Certificate in NLP and Statistical Modeling is a comprehensive course that equips learners with essential skills in Natural Language Processing (NLP) and statistical modeling. This course is critical for professionals working in data analysis, machine learning, and AI development, where the ability to analyze and interpret text data is crucial.
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โข Introduction to NLP & Statistical Modeling
โข Linguistic Foundations of NLP
โข Text Preprocessing Techniques
โข Statistical Concepts & Probability Theory
โข Supervised Learning Algorithms in NLP
โข Unsupervised Learning Algorithms in NLP
โข Evaluation Metrics for NLP Models
โข Deep Learning & Neural Networks in NLP
โข Specialized NLP Topics (e.g., Sentiment Analysis, Named Entity Recognition)
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