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Natural Language Processing

curated by Camillo

Natural Language Processing

It comes from

↑ Linguistics

↑ Artificial Intelligence

includes the learning paths

- Python

- Recurrent Neural Networks

and can be followed into

↓ Text Mining

↓ Information Retrieval

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Python

Learn to use

Recurrent Neural Networks



Follow-up paths

Text Mining

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  • Natural Language Toolkit Software library

    Text processing libraries for classification, tokenization, stemming, tagging, parsing, and semantic reasoning, working in computational linguistics

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  • Sequence to sequence example Algorithm

    Translating short English sentences into short French sentences, character-by-character.

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  • spaCy Library

    Neural models for tagging, parsing and entity recognition, language models

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  • Textblob Library

    Part-of-speech tagging, noun phrase extraction, sentiment analysis, classification, translation

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  • Natural Language Processing with Deep Learning Playlist

    Lectures on word2vec, GloVe, many different NLP tasks including question answering and machine translation

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  • Applied Text Mining in Python Online Course

    Text mining and text manipulation basics, overview of the nltk framework, regular expressions, cleaning text, basic natural language processing methods, text classification, topic modelling

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  • Natural Language Processing with Python Online Book

    Language processing, text corpora, tagging words, text classification, information retrieval, sentence structure, feature based grammars

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  • Foundations of Statistical Natural Language Processing Online Book

    Mathematical foundations, linguistic essentials, statistical inference: n-gram models over sparse data, word sense disambiguation, lexical acquisition, markov models, part-of-speech tagging, probabilistic, context free grammars, probabilistic parsing, statistical alignment and machine translation, clustering topics in information retrieval, text categorization

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  • BERT Model

    Language representation model called BERT, which stands for Bidirectional Encoder Representations from Transformers

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  • Chatbot Technology

    Natural processing language, list of Chatbos, used in dialog systems for various practical purposes, customer service or information acquisition

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  • Chatbot

    Natural processing language, list of Chatbos, used in dialog systems for various practical purposes, customer service or information acquisition

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    Natural Language Processing