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University Exams
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Master Degree in ML and Big Data
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Natural Language Processing
Folder: University-Exams/Master-Degree-in-ML-and-Big-Data/Natural-Language-Processing
15 items under this folder.
Aug 23, 2026
NLP - Lecture - Vector Space Models - Co-occurence matrix, TF-IDF, PMI
Aug 23, 2026
NLP - Lecture 2,3 - Elements of Linguistics
Aug 23, 2026
NLP - Natural Language Processing
Aug 23, 2026
NLP - Lecture - Sequence Models, RNN, LSTM, Encoer-Decoder in NLP
Aug 23, 2026
NLP - Lecture - Spelling Correction
Aug 23, 2026
NLP - Lecture - Static Word Embeddings
Aug 23, 2026
NLP - Lecture - Text Representation
Aug 23, 2026
NLP - Lecture - Transformers for NLP
Aug 23, 2026
NLP - Lecture - Large Language Models (LLM)
Aug 23, 2026
NLP - Lecture - Machine Translation
Aug 23, 2026
NLP - Lecture - MaskedLM
Aug 23, 2026
NLP - Lecture - Neural Network for Text Classification and Language Modelling
Aug 23, 2026
NLP - Lecture - Part-of-Speech Tagging (POS) and Named Entity Recognition (NER)
Aug 23, 2026
NLP - Lecture - Introduction
Aug 23, 2026
NLP - Lecture - Language Models, N-Grams, Perplexity