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Thursday, December 5, 2019
Natural Language Processing (Training) – Your ticket to new income and career growth
Software
Developers and Engineers, this program assumes no background in natural
language processing. Exposure to math is kept to a minimum and used only when
it is needed to reinforce learning. The course is loaded with Python code
snippets and exercises throughout and ends with an exciting final project on
natural language generation. Instructor holds a Ph.D. in Electrical and
Computer Engineering, with a focus on machine learning and data analysis. You
will be equipped to: Preprocess and clean up text data, Extract features from
text data to be used in downstream tasks, perform text classification and topic
modeling, generate text that sounds like your favorite celebrity or book. Students
should have familiarity with the Python programming language is required, and
some prior exposure to machine learning and probability models. Gain tangible,
high-demand skills in: 1) Hello NLP - Setting up your development environment
and introduction to NLTK, 2) Data Preprocessing - Case normalization, removing
punctuation, and tokenization, 3) Feature Engineering - Part of speech tagging
and named entity recognition, 4) Topic Modeling - Latent semantic analysis
(LSA), 5) Text Classification - Preparing a dataset for text classification,
and 7) Language Modeling - Markov models for language modeling and final
project description. Career
success awaits you, Lawrence Wilson – Online Learning Central
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