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Sifah Fauziah
Model NLP genre music

Model NLP genre music

Avatar of Sifah Fauziah.
Avatar of Sifah Fauziah.

Model NLP genre music

BySifah Fauziah
Data Analyst
・
Jakarta, Indonesia

Link project:

https://colab.research.google.com/drive/1hG9rUVacG0cjv3Wy8ncenbXVarXrQWub

Membuat Model NLP dengan TensorFlow

  • Menggunakan LSTM dalam arsitektur model.
  • Menggunakan model sequential.
  • Validation set sebesar 20% dari total dataset.
  • Harus menggunakan Embedding.
  • Harus menggunakan fungsi tokenizer.
  • Akurasi dari model minimal 75% pada train set dan validation set.
Membuat Model NLP dengan TensorFlow. Akurasi dari model di atas 80%. Mengimplementasikan callback. Membuat plot loss dan akurasi pada saat training dan validation.
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Sifah Fauziah
Published: Nov 15th 2022
64
9
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Tools

tensorflow
TensorFlow
python
Python
python
NLP
tenserflow
Machine learning

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