003 The Ultimate Beginners Guide To Natural Language Processing.pdf

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THE ULTIMATE BEGINNERS GUIDE TO NATURAL LANGUAGE PROCESSING

COURSE CONTENT

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Part 1: Basics of natural language processing

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Part 2: Summarization, search, representation, and similarity

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Part 3: Sentiment analysis

PREREQUISITES

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Programming logic

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Basic Python programming

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Level:

beginners

NATURAL LANGUAGE PROCESSING

Speech Transcription

Neural Machine

Translation (NMT)

Chatbots

Q&A

Text Summarization

Image Captioning

Video Captioning

Sentiment analysis

PLAN OF ATTACK – BASIC NLP (SPACY)

Part-of-speech (POS)

Lemmatization and stemming

Named entity recognition

Stop words

Dependency parsing

Word similarity