Text Mining 2
Authored by Yudhistira Wijaya
Science
3rd Grade
Used 8+ times
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25 questions
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1.
MULTIPLE CHOICE QUESTION
5 sec • 2 pts
Tujuan utama dari tahap text preprocessing adalah...
Melatih model machine learning
Membuat visualisasi data
Membersihkan dan menstandardisasi teks agar siap diolah oleh algoritma
Memilih algoritma klasifikasi terbaik
2.
MULTIPLE CHOICE QUESTION
5 sec • 2 pts
Library NLP modern yang dirancang untuk efisiensi dan penggunaan skala produksi dengan pendekatan terintegrasi adalah...
NLTK
Scikit-learn
spaCy
Matplotlib
3.
MULTIPLE CHOICE QUESTION
5 sec • 2 pts
Proses memberi label pada setiap kata dalam kalimat sesuai dengan kelas katanya (misal: kata benda, kata kerja) disebut...
Tokenisasi
Named Entity Recognition (NER)
Part-of-Speech (POS) Tagging
Parsing
4.
MULTIPLE CHOICE QUESTION
5 sec • 2 pts
Dalam konteks NER, entitas seperti nama negara atau kota (misal: 'Jakarta') dikategorikan sebagai...
PERSON
ORG
GPE (Geopolitical Entity)
DATE
5.
MULTIPLE CHOICE QUESTION
5 sec • 2 pts
Selain 3V, tantangan lain dalam mengelola Big Data yang disebutkan dalam dokumen adalah...
Kurangnya data yang tersedia
Kualitas data yang "kotor" dan ambiguitas bahasa
Keterbatasan perangkat keras komputer
Kecepatan koneksi internet yang lambat
6.
MULTIPLE CHOICE QUESTION
5 sec • 2 pts
Keuntungan utama menggunakan Google Colab seperti yang dijelaskan dalam dokumen adalah...
Kontrol penuh atas lingkungan lokal dan bisa bekerja offline
Antarmuka yang lebih baik untuk pengembangan web
Instalasi library yang lebih sulit untuk melatih kemampuan teknis
Akses gratis ke sumber daya komputasi (GPU/TPU) dan tidak perlu instalasi lokal
7.
MULTIPLE CHOICE QUESTION
5 sec • 2 pts
Aplikasi web open-source yang memungkinkan Anda membuat dokumen berisi live code, visualisasi, dan teks naratif yang berjalan di komputer lokal disebut...
Google Colab
Jupyter Notebook
Visual Studio Code
Sublime Text
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