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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⢠Introduction to NLP & Statistical Modeling
⢠Linguistic Foundations of NLP
⢠Text Preprocessing Techniques
⢠Statistical Concepts & Probability Theory
⢠Supervised Learning Algorithms in NLP
⢠Unsupervised Learning Algorithms in NLP
⢠Evaluation Metrics for NLP Models
⢠Deep Learning & Neural Networks in NLP
⢠Specialized NLP Topics (e.g., Sentiment Analysis, Named Entity Recognition)
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