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    Modern Natural Language Processing in Python

    BY
    Udemy

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    Mode

    Online

    Fees

    ₹ 499 3099

    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
    ₹ 499  ₹3,099
    certificate availability

    Yes

    certificate providing authority

    Udemy

    The syllabus

    Introduction

    • Welcome! NLP introduction & course overview
    • Course curriculum, Colab toolkit and data links
    • BONUS: Learning Path

    CNN for NLP - Intuition

    • Introduction
    • Basic CNN
    • Image to text
    • Image for word embedding from the session 7
    • CNN for NLP

    CNN for NLP - Application (sentimental analysis)

    • Introduction
    • Dependencies
    • Loading Files
    • Cleaning
    • Inputs creation
    • Model
    • Configuration
    • Training
    • Evaluation

    Transformer - Intuition

    • Introduction
    • Old fashioned
    • General understanding
    • Attention
    • Positional encoding
    • Last details

    Transformer - Application

    • Introduction
    • Dependencies
    • Loading Files
    • Cleaning
    • Tokenizing
    • Max Length
    • Inputs Creation
    • Positional encoding
    • Scaled dot product attention
    • Multi head attention
    • Encoder
    • Decoder
    • Transformer
    • Training
    • Evaluation

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