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Natural Language Processing

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    • Category : Engineering > Engineering
    • Keyword : Natural languageprocessingText processingNamed entityrecognitionText analysisSentiment analysis
    • Taught by : Channa Bou
    • Created By : Institute of Technology of Cambodia
    • Offered By : ASEAN Cyber University
    • Date Added : 2019.12.13

    This course studies about various techniques and tools used in NLPThese techniques are text preprocessingtext classificationnamed-entity recognitionsentimental analysis ...etcThis course provide students about knowledge on the research field in NLP and students will be able toa small program using NLP techinqueAdditionallystudents will be able do a research in this field for their Master's degree

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Number of lessons: 13 facebook twitter line whatsapp kakaotalk

차시별 강의
No Contents Type & Play Subject Description URL
1. Type webcontents Subject Description
  • This material explains about the introduction to NLP and the tool called NLTK used in this experiment
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2. Type webcontents Subject Description
  • This material explains about the python programming language which will be used in the experiment
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3. Type webcontents Subject Description
  • This material explains about the process of text proprocessing
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4. Type webcontents Subject Description
  • This material explains about how to extract key terms from the input text
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5. Type webcontents Subject Description
  • This material explains about how to extract key terms from the input text with combination of lexical database called WordNet
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6. Type webcontents Subject Description
  • This material explains about the introduction to text classfication
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7. Type webcontents Subject Description
  • This material explains about techinques used in text classfication and the library used in experiment
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8. Type webcontents Subject Description
  • This material explains about the Tensor flow tool
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9. Type webcontents Subject Description
  • This material explains about the NER system
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10. Type webcontents Subject Description
  • This material explains about the implementation of basic NER system using Tensor flow
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11. Type webcontents Subject Description
  • This material explains about the introduction to sentimental analysis
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12. Type webcontents Subject Description
  • This material explains about the implementation of sentimental analysis using TextBlob module
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13. Type webcontents Subject Description
  • This material explains about resources and toolkits that can be used in NLP
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