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Overview
Learn step-by-step the main concepts of natural language processing in Python! Build a sentiment classifier! What you'll learn: Understand the basic concepts of natural language processing, such as: part-of-speech, lemmatization, stemming, named entity recognition, and stop words Understand more advanced concepts, such as: dependency parsing, tokenization, word and sentence similarity Load texts from the Internet to apply natural language processing techniques How to visualize the most frequent terms using wordcloud Implement text summarization and keyword search Learn how to represent...
Syllabus
- Introduction
- Basic NLP - spaCy library
- Summarization, search, representation, and similarity
- Sentiment analysis
- Final remarks
Instructor
Jones Granatyr
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