Graduate Certificate in Statistical Machine Learning for NLP
-- ViewingNowThe Graduate Certificate in Statistical Machine Learning for NLP is a comprehensive course that focuses on the intersection of statistical machine learning and natural language processing (NLP). This program is designed to equip learners with essential skills necessary to tackle complex real-world problems in data analysis and NLP.
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⢠Statistical Machine Learning Foundations
⢠Probability Theory and Bayesian Inference
⢠Linear Algebra and Optimization Techniques
⢠Supervised Learning: Regression and Classification
⢠Unsupervised Learning: Clustering and Dimensionality Reduction
⢠Deep Learning and Neural Networks
⢠Natural Language Processing Techniques
⢠Topic Modeling and Sequence Labeling
⢠Sentiment Analysis and Text Classification
⢠Applied Machine Learning for NLP: Project-based Unit
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