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Coursera
University Of Colorado Boulder: Fundamentals Of Natural Language Processing
2025
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.. - - - /- --- _- [ R E L E A S E D E T A i L S ]- . ./\ . - __./---'

Release Date : 2025-03-20

Publisher : Coursera
Title : University Of Colorado Boulder: Fundamentals Of Natural Language Processing

Year : 2025
Month : March

Category : Computer-Science
Language : English

Section : BOOKWARE
Files : 05 x 500 MB
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https://www.coursera.org/learn/fundamentals-natural-language-processing

The field of natural language processing (NLP) aims at getting computers to
perform useful and interesting tasks with human language. This course
introduces students to the 3 pillars underlying modern NLP: probabilistic
language models, simple neural networks with a focus on gradient based
learning, and vector-based meaning representations in the form of word
embeddings. At the end of the course, students will be able to implement and
analyze probabilistic language models based on N-grams, text classifiers using
logistic regression and gradient-based learning, and vector-based approaches
to word meaning and text classification.
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