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Natural Language Processing

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Natural Language Processing?


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  • Basic concepts

    »

  • Chomsky hierarchy Theory

    Containment hierarchy of classes of formal grammars

       

  • »

  • Data pre-processing

    Data cleansing, editing, reduction, wrangling

       

  • Level 2

    Get more information

  • Hidden Markov Models Model

    Statistical Markov model in which the system being modeled is assumed to be a Markov process with hidden states.

       

  • Apply learned concepts

  • Natural Language Toolkit Software library

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

    Book, wiki, news

       

  • Dive into

    Data Mining 10%

    Level 3

    Get more in-depth infos on

  • Word embedding

    set of language modeling and feature learning techniques where words or phrases from the vocabulary are mapped to vectors of real numbers

       

  • Learn new concepts

  • Natural Language Processing with Deep Learning Lectures

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

    Stanford University

    Chris Manning Richard Socher  

  • Last Level

    Learn new concepts

  • BERT Model

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

    Jacob Devlin  Ming-Wei Chang   Kenton Lee

  • Congratulations Now, choose a specialization:
  • Application

    Software

    Natural Language Toolkit Software library

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

    Book, wiki, news

       

    Python


  • Education

    Wikipedia

    Chomsky hierarchy Theory

    Containment hierarchy of classes of formal grammars

       

    Language



  • Next level

  • Education

    Wikipedia

    Data pre-processing

    Data cleansing, editing, reduction, wrangling

       

    Data Science


  • Information

    Wikipedia

    Word embedding

    set of language modeling and feature learning techniques where words or phrases from the vocabulary are mapped to vectors of real numbers

       


  • Information

    Scientific Literature

    Hidden Markov Models Model

    Statistical Markov model in which the system being modeled is assumed to be a Markov process with hidden states.

       

    Reinforcement Learning



  • Next level

  • Education

    Scientific Literature

    BERT Model

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

    Jacob Devlin  Ming-Wei Chang   Kenton Lee


  • Education

    University

    Natural Language Processing with Deep Learning Lectures

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

    Stanford University

    Chris Manning Richard Socher  


  • Entertainment

    Other

    Chatbot Technology

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

       


  • Natural Language Toolkit Software library

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

    Upvote

  • Natural Language Processing with Deep Learning Lectures

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

    Upvote

  • Hidden Markov Models Model

    Statistical Markov model in which the system being modeled is assumed to be a Markov process with hidden states.

    Upvote

  • BERT Model

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

    Upvote

  • Chatbot Technology

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

    Upvote

  • Information
  • Word embedding Wikipedia

    set of language modeling and feature learning techniques where words or phrases from the vocabulary are mapped to vectors of real numbers

    Upvote

  • Hidden Markov Models Scientific Literature

    Statistical Markov model in which the system being modeled is assumed to be a Markov process with hidden states.

    Upvote

  • Application
  • Natural Language Toolkit Podcast

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

    Upvote

  • Education
  • Chomsky hierarchy

    Containment hierarchy of classes of formal grammars

    Upvote

  • Data pre-processing

    Data cleansing, editing, reduction, wrangling

    Upvote

  • BERT

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

    Upvote

  • Natural Language Processing with Deep Learning

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

    Upvote

  • Other
  • Chatbot

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

    Upvote