DIU-BLC
  • Natural Language Processing (Fall 2024)
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  • Course data
    Introduction
    Announcement
    Text Book and Reference Book
    Announcements
    Week - 1: Introduction to NLP
    Lecture-01
    Week - 2: Preprocessing
    Lecture-02
    Week - 3: Preprocessing 2
    Lecture-03
    Week 4: TF-IDF and Simple Document Search
    Lecture-04
    Quiz-01
    Quiz questions
    Week - 5: Building Models
    Lecture-05
    Week - 6: Text Classification (Naive Bayes)
    Lecture-06
    Mid-Term Examination Time
    Mid Syllabus Review and Discussion
    Week 7: Topic Modelling
    Lecture-07
    Week 8: Artificial Neural Network
    Lecture-08
    Week 9: Training Essentials
    Week-10 Word Vector
    Week-11: Recurrent Neural Network
    Week 12: Introduction to Speech Analysis
    Week 13: Speech Pre-processing
    Week-14: Sequence to Sequence and Attention Model
    Week -15: Transformer
    Week-16: Review Week(Final)
    Final Assignment
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    Natural Language Processing (Fall 2024)

    • Teacher: Jawad Hossain
    Skill Level: Beginner

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