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    Introduction to Natural Language Processing (NLP)

    BY
    Udemy

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    Mode

    Online

    Fees

    ₹ 449 3399

    Quick Facts

    particular details
    Medium of instructions English
    Mode of learning Self study
    Mode of Delivery Video and Text Based

    Course and certificate fees

    Fees information
    ₹ 449  ₹3,399
    certificate availability

    Yes

    certificate providing authority

    Udemy

    The syllabus

    Course Introduction

    • Course Intro and Outline

    Setup

    • Windows Setup
    • OS X Setup

    Python Refresher

    • Lists
    • Dictionaries
    • Loops and Conditionals
    • Functions

    NLTK and the Basics

    • Overview - The Natural Language Tool Kit
    • Counting Text
    • Example - Words Per Sentence Trends
    • Frequency Distribution
    • Conditional Frequency Distribution
    • Example - Informative Words
    • Bigrams
    • Overview - Regular Expressions
    • Regular Expression Practice

    Tokenization , Tagging, Chunking

    • Overview - Tokenization
    • Tokenization
    • Normalizing
    • Part of Speech Tagging
    • Example - Multiple Parts of Speech
    • Example - Choices
    • Chunking
    • Named Entity Recognition

    Custom Sources

    • Overview - Character Encoding
    • Text File
    • HTML
    • URL
    • CSV File
    • Exporting
    • NLTK Resources
    • Example - Remove Stopwords

    Projects

    • Sentiment Analysis Intro
    • Basic Sentiment Analysis
    • Gender Prediction Intro
    • Gender Prediction
    • TF-IDF Intro
    • TF-IDF

    Appendix

    • Additional NLP Resources
    • Learning Python
    • Future Course Content

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