Pengolahan Bahasa Alami (Q)
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Class 1: INTRODUCTION TO NATURAL LANGUAGE PROCESSING
STUDY PLAN - Natural Language Processing - Departemen Sistem Informasi ITS
NLP0102 NLP Terminologies
Assignment 1: AMBIGUITY-BASED MEMES
Class 2: TERMINOLOGY IN NATURAL LANGUAGE PROCESSING
Quiz 1: TERMINOLOGY IN NATURAL LANGUAGE PROCESSING
Class 3: BASICS OF INFORMATION THEORY
NLP 03 Information Theory Essentials
Khan Academy Information Entropy
Class 3b: BASICS OF INFORMATION THEORY - ASSIGNMENT
Probability Basics for NLP
Submission - Class Activity 1 Report
Class Activity 1 Description
Class 4: BASICS OF LANGUAGE MODELLING & SEQUENTIAL REPRESENTATION VIA N-GRAMS
Language Modelling Basics
Class 5: BAG-OF-WORDS REPRESENTATION AND WEIGHTING
Bag-of-Words Representation and Weighting
Class Activity 2: Bag-of-Words and Text Preprocessing
Class Activity 2: Submission
Class 7: TEXT PREPROCESSING
NLP 07 Text Pre-Processing
Submisson of Class Activity 2 Report - FINAL
Class 8: MID-SEMESTER EVALUATION
Class 9: PYTHON BASICS REVIEW & TEXT STATISTICAL ANALYSIS
Python Basics Course - Proof of Completion
Text Statistical Analysis
Class 13: FINAL PROJECT 1: Briefing
Week 13 - Final Project Explanation
PPT Penjelasan FP - Tahap I Pembuatan Data Set
Daftar dan Keterangan Tag - v2 Revisi 15 Juni 2021
Contoh Data Tagging
PPT Penjelasan FP - Tahap II Data Preparation and Model Training
Contoh Data dari Artikel Referensi
Spesifikasi Luaran FP 1 - Laporan dalam Makalah Ilmiah
Spesifikasi Luaran FP 2 - Presentasi Final Project
Format Makalah Ilmiah ACL
Class 14: FINAL PROJECT 2: Data Tagging and Experiment
Data Tagging - Submission
Formatted Dataset - Submission
Tagged Data - Dental Health
Tagged Data - Pediatrics
Week 14 - Data Tagging and Experiment Consultation
Class 15: FINAL PROJECT 3: Discussion of Experiment Results
Spesifikasi Tugas - Preliminary Results Presentation
Pengumpulan PPT Preliminary Results dari Eksperimen Pembentukan Model
Class 16: FINAL PROJECT 4: Presentation
FP Report Submission - Scientific Paper
FP Presentation File Submission - PPT
FP Data Submission - Compiled .csv File
FP Code Submission
Pertemuan 9: PEMBAHASAN UTS & ANALISIS STATISTIK TEKS
Pertemuan 10: ANALISIS STATISTIK TEKS
Pertemuan 11: REVIEW DATA TAGGING
Pertemuan 12: PEMBUATAN DATA SET
Pertemuan 13: DATA PREPARATION AND MODEL TRAINING
Pertemuan 14: PRELIMINARY RESULTS PRESENTATION
Pertemuan 14: PRELIMINARY RESULTS PRESENTATION
Pertemuan 16: PRESENTASI FINAL PROJECT DAN PENGUMPULAN LAPORAN
NLP 16 Presentasi Final Project
Presentasi Final Project
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Panduan Dosen
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[Video] Panduan Membuat Video Asinkronus dengan Power Point
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Pengolahan Bahasa Alami (Q)
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Institut Teknologi Sepuluh Nopember
Sarjana
Fakultas Teknologi Elektro dan Informatika Cerdas
S-1 SISTEM INFORMASI KELAS INTERNASIONAL
Semester Genap 2022/2023
Pengolahan Bahasa Alami (Q)
Summary
Pengolahan Bahasa Alami (Q)
Teacher:
Renny Pradina Kusumawardani