CourseForMe

Natural Language Processing Training Course

NobleProgUS
NobleProgUS

Detailed information

Type:Courses
Method:Onsite
Duration:21 Hour
Total hours of lesson:7
Requirements:No background in NLP is required. Required: Familiarity with any programming language (Java, Python, PHP, VBA, etc...). Expected: Reasonable maths skills (A-level standard), especially in probability, statistics and calculus. Beneficial: Familiairty with regural expressions.
Students per class:6

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Course program

Short Introduction to NLP methods
word and sentence tokenization
text classification
sentiment analysis
spelling correction
information extraction
parsing
meaning extraction
question answering
Overview of NLP theory
probability
statistics
machine learning
n-gram language modeling
naive bayes
maxent classifiers
sequence models (Hidden Markov Models)
probabilistic dependency
constituent parsing
vector-space models of meaning

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